{
  "cards": [
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Palantir为政府、国防、情报、执法、制造、能源、金融、医疗和物流客户搭建数据整合、权限治理、模型应用、运营决策和AI工作流平台。Gotham偏政府任务和复杂态势分析，Foundry帮助企业把分散系统转成可操作的数据本体，AIP将大模型接入受控业务流程，Apollo负责跨云、本地和边缘环境的软件部署与更新。收入来自长期软件订阅、部署服务和合同扩容。行业地位：公司在高安全、高复杂度场景的数据操作系统和AI落地中有差异化位置，政府业务提供背书，商业业务决定成长弹性。真正影响经营和股价的是美国及盟国政府合同、AIP商业转化率、客户扩张速度、部署成本下降、净留存率、数据隐私和政治争议、AI预算周期、竞争性平台替代以及市场对增长和利润率的预期。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-08-03",
      "evidence_summary": "PLTR moved +20.2% in the latest session, +19.6% relative to benchmark, with volume at 0.7x its 20-day average. Reliable catalyst source: E0680.",
      "facts": [
        {
          "claim": "PLTR moved +20.2% in the latest session, +19.6% relative to benchmark, with volume at 0.7x its 20-day average.",
          "source_id": "E0043",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-08-03",
          "source_id": "E0680",
          "timestamp": "2026-08-03T16:06:14+00:00"
        },
        {
          "claim": "Stock Market Today: Dow Rallies As Caterpillar, Palantir Soar On Earnings; SpaceX Earnings Next (Live Coverage)",
          "source_id": "E0681",
          "timestamp": "2026-08-04T13:03:42+00:00"
        },
        {
          "claim": "Update: Palantir Earnings Beat, Tech Stock Rally Lift US Equity Futures Pre-Bell",
          "source_id": "E0682",
          "timestamp": "2026-08-04T12:56:26+00:00"
        },
        {
          "claim": "Deutsche Bank lifts Palantir to Buy after \"exceptional\" Q2",
          "source_id": "E0683",
          "timestamp": "2026-08-04T13:19:39+00:00"
        },
        {
          "claim": "Palantir Rockets 16% After Q2 Blowout; C3.ai, UiPath Sit Out the Rally",
          "source_id": "E0684",
          "timestamp": "2026-08-04T13:04:42+00:00"
        },
        {
          "claim": "PLTR fundamentals snapshot: PE 99.84; market cap/assets $301.20B; revenue scale $6.16B; revenue QoQ 18.55%; revenue YoY 78.92%; gross margin 84.66%; net margin 54.86%; ROIC 22.56%; engine score health 80.67 / valuation 16.67.",
          "source_id": "E1871",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "84.66%",
        "health_score": "80.67",
        "market_cap": "$301.20B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "54.86%",
        "pe_ratio": "99.84",
        "revenue_growth_qoq": "18.55%",
        "revenue_growth_yoy": "78.92%",
        "revenue_scale": "$6.16B",
        "roic": "22.56%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +19.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 125.65 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "PLTR",
        "timestamp": "2026-08-04T13:41:38+00:00",
        "price": 151.04,
        "previous_close": 125.65,
        "change": 25.389999999999986,
        "change_pct": 0.20206923995224813,
        "change_5d_pct": 0.2226989516113691,
        "change_20d_pct": 0.12406047100228101,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PLTR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 65,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 8
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0043",
        "E0680",
        "E0681",
        "E0682",
        "E0683",
        "E0684",
        "E1871"
      ],
      "stage": "late",
      "theme": "regulatory or policy catalyst",
      "ticker": "PLTR",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Wayfair主要经营线上家居零售平台，覆盖家具、家装、装饰和家庭用品。行业地位：Wayfair是专业零售赛道的重要参与者，可比/竞争公司包括拼多多、MercadoLibre、Sea、eBay。关键变量主要是品类景气、平台补贴、库存周转、履约成本、客流/流量、广告变现和消费者可选支出。",
      "core_catalyst": "Wayfair Q2 2026 earnings: best U.S. growth since pandemic",
      "evidence_summary": "W moved +24.8% in the latest session, +24.2% relative to benchmark, with volume at 0.8x its 20-day average. Reliable catalyst source: E1730.",
      "facts": [
        {
          "claim": "W moved +24.8% in the latest session, +24.2% relative to benchmark, with volume at 0.8x its 20-day average.",
          "source_id": "E0497",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Wayfair Q2 2026 earnings: best U.S. growth since pandemic",
          "source_id": "E1730",
          "timestamp": "2026-08-04T12:47:58+00:00"
        },
        {
          "claim": "Wayfair’s (NYSE:W) Q2 CY2026: Beats On Revenue, Stock Jumps 15.8%",
          "source_id": "E1731",
          "timestamp": "2026-08-04T12:26:56+00:00"
        },
        {
          "claim": "Wayfair Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E1732",
          "timestamp": "2026-08-04T11:44:07+00:00"
        },
        {
          "claim": "Wayfair Swings to Loss on Lower International Sales, Despite U.S. Growth",
          "source_id": "E1733",
          "timestamp": "2026-08-04T11:44:00+00:00"
        },
        {
          "claim": "W fundamentals snapshot: PE n/a; market cap/assets $8.32B; revenue scale $12.66B; revenue QoQ n/a; revenue YoY n/a; gross margin 29.95%; net margin -0.03%; ROIC -6.82%.",
          "source_id": "E1872",
          "timestamp": "2026-08-04T13:41:16.655811+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Wayfair Inc. engages in the e-commerce business in the United States and internationally. It provides online selections of furniture, décor, housewares, and home improvement products through its sites comprising Wayfair, Joss & Main, AllModern, Birch Lane, Perigold, and Wayfair...",
        "gross_margin": "29.95%",
        "health_score": null,
        "market_cap": "$8.32B",
        "name": "Wayfair Inc.",
        "net_margin": "-0.03%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$12.66B",
        "roic": "-6.82%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/w/",
        "ticker": "W",
        "timestamp": "2026-08-04T13:41:16.655811+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +24.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 89.31 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "W",
        "timestamp": "2026-08-04T13:41:35+00:00",
        "price": 111.71,
        "previous_close": 89.42,
        "change": 22.289999999999992,
        "change_pct": 0.24927309326772518,
        "change_5d_pct": 0.18161623564838192,
        "change_20d_pct": 0.19796246648793558,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/W?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 21,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 64,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 6
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0497",
        "E1730",
        "E1731",
        "E1732",
        "E1733",
        "E1872"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "W",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Snap主要经营社交相机、短内容、AR广告和通讯应用，收入主要来自数字广告。行业地位：Snap是互联网内容与平台赛道的重要参与者，可比/竞争公司包括Spotify Technology、DoorDash、Nebius Group、Reddit。关键变量主要是用户增长、广告变现、平台补贴、算法与内容监管、AI基础设施成本和竞争强度。",
      "core_catalyst": "Snap Stock Gets Boost After Q2 Report. Why Results Are 'Step In Right Direction'",
      "evidence_summary": "SNAP moved +12.5% in the latest session, +11.9% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1697.",
      "facts": [
        {
          "claim": "SNAP moved +12.5% in the latest session, +11.9% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0461",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Snap Stock Gets Boost After Q2 Report. Why Results Are 'Step In Right Direction'",
          "source_id": "E1697",
          "timestamp": "2026-08-04T13:05:48+00:00"
        },
        {
          "claim": "Snap Shares Jump as Advertising Growth Lifts Quarterly Results",
          "source_id": "E1698",
          "timestamp": "2026-08-04T12:36:13+00:00"
        },
        {
          "claim": "Snap stock jumps 6% on improved advertising, World Cup boost",
          "source_id": "E1699",
          "timestamp": "2026-08-04T13:02:59+00:00"
        },
        {
          "claim": "SNAP Stock Gains On Q2 Beat, Splitting Wall Street Between ‘Solid Footing’ And ‘Too Early’ To Call A Turn",
          "source_id": "E1700",
          "timestamp": "2026-08-04T12:15:25+00:00"
        },
        {
          "claim": "SNAP fundamentals snapshot: PE n/a; market cap/assets $10.29B; revenue scale $6.35B; revenue QoQ n/a; revenue YoY n/a; gross margin 58.23%; net margin -10.25%; ROIC -4.98%.",
          "source_id": "E1873",
          "timestamp": "2026-08-04T13:41:16.633664+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Snap Inc. operates as a technology company in North America, Europe, and internationally. The company offers Snapchat, a visual messaging application with various tabs, such as camera, visual messaging, snap map, stories, and spotlight that enable people to communicate visually...",
        "gross_margin": "58.23%",
        "health_score": null,
        "market_cap": "$10.29B",
        "name": "Snap Inc.",
        "net_margin": "-10.25%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$6.35B",
        "roic": "-4.98%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/snap/",
        "ticker": "SNAP",
        "timestamp": "2026-08-04T13:41:16.633664+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +11.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 5.04 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SNAP",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 5.645,
        "previous_close": 5.05,
        "change": 0.5949999999999998,
        "change_pct": 0.1178217821782177,
        "change_5d_pct": 0.18343815986840495,
        "change_20d_pct": 0.21397846972601964,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNAP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 22,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0461",
        "E1697",
        "E1698",
        "E1699",
        "E1700",
        "E1873"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "SNAP",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：英特尔销售 Core、Xeon、Gaudi、网络与边缘芯片，并推进 Intel Foundry，为内部产品和外部客户提供晶圆制造、先进封装和制程服务。客户包括 PC OEM、服务器厂商、云服务商、通信设备商、政府和工业客户，收入来自处理器销售、平台芯片、代工合同、封装服务和软件工具，关键资产包括 x86 生态、晶圆厂、先进封装、制造工艺和客户认证。行业地位：英特尔仍是 PC 与服务器 CPU 的重要供应商，同时处在制造工艺追赶和代工转型期。关键变量包括制程节点按期量产、服务器 CPU 份额、AI 加速器竞争力、代工客户获取、晶圆厂利用率、政府补贴、资本开支压力、毛利率修复和与 AMD、英伟达、ARM 阵营的竞争。",
      "core_catalyst": "Daiwa Securities Adjusts Intel Price Target to $96 From $100, Maintains Neutral Rating",
      "evidence_summary": "INTC moved +7.4% in the latest session, +6.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0644.",
      "facts": [
        {
          "claim": "INTC moved +7.4% in the latest session, +6.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0031",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Daiwa Securities Adjusts Intel Price Target to $96 From $100, Maintains Neutral Rating",
          "source_id": "E0644",
          "timestamp": "2026-08-04T11:44:55+00:00"
        },
        {
          "claim": "RAD Intel Strengthens Leadership Team to Scale Its AI-Powered Portfolio of Operating Companies",
          "source_id": "E0645",
          "timestamp": "2026-08-04T10:00:00+00:00"
        },
        {
          "claim": "INTC Q2 Deep Dive: Data Center and AI Strength Offset Market Concerns Amid Supply Constraints",
          "source_id": "E0646",
          "timestamp": "2026-08-04T08:37:22+00:00"
        },
        {
          "claim": "Intel (INTC) Faces New AI And Packaging Pressure From China And TSMC",
          "source_id": "E0647",
          "timestamp": "2026-08-04T00:15:14+00:00"
        },
        {
          "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $493.30B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 30.89 / valuation n/a.",
          "source_id": "E1874",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "health_score": "30.89",
        "market_cap": "$493.30B",
        "name": "Intel Corporation",
        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 91.00 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "INTC",
        "timestamp": "2026-08-04T13:41:30+00:00",
        "price": 97.81,
        "previous_close": 91.0,
        "change": 6.810000000000002,
        "change_pct": 0.07483516483516484,
        "change_5d_pct": 0.13337191820652827,
        "change_20d_pct": -0.11395959289069524,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/INTC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_geopolitics"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 59,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0031",
        "E0644",
        "E0645",
        "E0646",
        "E0647",
        "E1874"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "INTC",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：卡特彼勒销售挖掘机、装载机、推土机、矿用卡车、地下采矿设备、柴油和天然气发动机、工业燃气轮机、柴油电力机车及零部件，并通过全球经销商体系提供维修、租赁、融资和再制造服务。客户覆盖基建施工、住宅和非住宅建设、矿业、油气、发电、铁路、船舶和工业应用，售后零件和服务是利润韧性的关键来源。行业地位：公司是全球工程机械和矿山设备龙头，品牌、经销商网络、装机量和零部件体系形成护城河。关键变量包括基建和采矿资本开支、油气和电力项目需求、经销商库存周期、钢材与物流成本、美元汇率、排放法规、利率对设备融资和建设活动的压制，以及售后服务占比。",
      "core_catalyst": "Stock Market Today: Dow Rallies As Caterpillar, Palantir Soar On Earnings; SpaceX Earnings Next (Live Coverage)",
      "evidence_summary": "CAT moved +10.7% in the latest session, +10.1% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0656.",
      "facts": [
        {
          "claim": "CAT moved +10.7% in the latest session, +10.1% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0034",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Stock Market Today: Dow Rallies As Caterpillar, Palantir Soar On Earnings; SpaceX Earnings Next (Live Coverage)",
          "source_id": "E0656",
          "timestamp": "2026-08-04T13:03:42+00:00"
        },
        {
          "claim": "Caterpillar Clears $20 Billion in a Quarter for the First Time",
          "source_id": "E0657",
          "timestamp": "2026-08-04T12:30:10+00:00"
        },
        {
          "claim": "Caterpillar surges as AI demand drives record revenue",
          "source_id": "E0658",
          "timestamp": "2026-08-04T12:27:00+00:00"
        },
        {
          "claim": "Coherent, Palantir, SpaceX, Caterpillar, Pfizer, and More Stocks That Explain Today’s Market",
          "source_id": "E0659",
          "timestamp": "2026-08-04T12:18:00+00:00"
        },
        {
          "claim": "CAT fundamentals snapshot: PE 40.59; market cap/assets $382.31B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 48.96 / valuation 16.67.",
          "source_id": "E1875",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "48.96",
        "market_cap": "$382.31B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "40.59",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +10.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 830.03 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CAT",
        "timestamp": "2026-08-04T13:41:35+00:00",
        "price": 915.41,
        "previous_close": 830.88,
        "change": 84.52999999999997,
        "change_pct": 0.10173550933949538,
        "change_5d_pct": 0.08867220857336178,
        "change_20d_pct": -0.02628387359648421,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 57,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0034",
        "E0656",
        "E0657",
        "E0658",
        "E0659",
        "E1875"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "CAT",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：超威半导体核心业务包括数据中心 GPU/CPU、PC 处理器，以及嵌入式与游戏芯片。行业地位：全球核心半导体公司，是 AI 加速器和高性能计算的重要参与者。",
      "core_catalyst": "IonQ vs. Advanced Micro Devices: Comparing Revenue Trends Between a Quantum Computing Innovator and an Artificial Intelligence Giant",
      "evidence_summary": "AMD moved +5.6% in the latest session, +5.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0636.",
      "facts": [
        {
          "claim": "AMD moved +5.6% in the latest session, +5.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0029",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "IonQ vs. Advanced Micro Devices: Comparing Revenue Trends Between a Quantum Computing Innovator and an Artificial Intelligence Giant",
          "source_id": "E0636",
          "timestamp": "2026-08-04T13:05:02+00:00"
        },
        {
          "claim": "Nvidia vs. Advanced Micro Devices: Evaluating Revenue Growth Trajectories for These Artificial Intelligence Giants",
          "source_id": "E0637",
          "timestamp": "2026-08-04T12:15:01+00:00"
        },
        {
          "claim": "SpaceX's first earnings, AMD Q2 results, JOLTS data: What to Watch",
          "source_id": "E0638",
          "timestamp": "2026-08-04T12:00:00+00:00"
        },
        {
          "claim": "Why AMD is a Yahoo Finance AlphaSpace rockstar",
          "source_id": "E0639",
          "timestamp": "2026-08-04T13:17:46+00:00"
        },
        {
          "claim": "AMD fundamentals snapshot: PE 161.61; market cap/assets $835.93B; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%; engine score health 60.00 / valuation n/a.",
          "source_id": "E1876",
          "timestamp": "2026-06-26T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Advanced Micro Devices, Inc. operates as a semiconductor company internationally. It operates in three segments: Data Center, Client and Gaming, and Embedded. The company offers artificial intelligence (AI) accelerators, microprocessors, and graphics processing units (GPUs) as s...",
        "gross_margin": "52.82%",
        "health_score": "60.00",
        "market_cap": "$835.93B",
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": "161.61",
        "revenue_growth_qoq": "-0.17%",
        "revenue_growth_yoy": "34.97%",
        "revenue_scale": "$37.45B",
        "roic": "5.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/",
        "ticker": "AMD",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 484.64 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AMD",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 513.44,
        "previous_close": 484.64,
        "change": 28.800000000000068,
        "change_pct": 0.05942555298778496,
        "change_5d_pct": 0.12938279335393177,
        "change_20d_pct": -0.005173287530454762,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0029",
        "E0636",
        "E0637",
        "E0638",
        "E0639",
        "E1876"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "AMD",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Avoid Chase",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Coherent主要经营电子制造、光学器件、传感器、连接器、测试仪器、工程硬件或精密部件。行业地位：Coherent是硬件设备与零部件赛道的核心公司，可比/竞争公司包括Corning、Keysight Technologies、TE Connectivity、Celestica。关键变量主要是AI和通信需求、工业资本开支、订单周期、客户认证、库存去化和毛利率。",
      "core_catalyst": "COHR, LITE, POET, AAOI, MRVL Stocks Gain On Trump’s Reported China Ban On Data Center Import Parts",
      "evidence_summary": "COHR moved +11.3% in the latest session, +10.7% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E1055.",
      "facts": [
        {
          "claim": "COHR moved +11.3% in the latest session, +10.7% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0179",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "COHR, LITE, POET, AAOI, MRVL Stocks Gain On Trump’s Reported China Ban On Data Center Import Parts",
          "source_id": "E1055",
          "timestamp": "2026-08-04T11:18:17+00:00"
        },
        {
          "claim": "Coherent (COHR) Stock Trades At A Discount On Cash Flow But A Premium On Earnings",
          "source_id": "E1056",
          "timestamp": "2026-08-03T19:07:36+00:00"
        },
        {
          "claim": "Coherent Stock Jumps 14% on Potential Chinese Ban Report",
          "source_id": "E1057",
          "timestamp": "2026-08-04T12:26:52+00:00"
        },
        {
          "claim": "Coherent, Palantir, SpaceX, Caterpillar, Pfizer, and More Stocks That Explain Today’s Market",
          "source_id": "E1058",
          "timestamp": "2026-08-04T12:18:00+00:00"
        },
        {
          "claim": "COHR fundamentals snapshot: PE 120.19; market cap/assets $56.37B; revenue scale $6.60B; revenue QoQ 7.09%; revenue YoY 18.00%; gross margin 37.66%; net margin 10.59%; ROIC 3.93%; engine score health 45.89 / valuation 12.50.",
          "source_id": "E1877",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Coherent Corp. develops, manufactures, and markets engineered materials, optoelectronic components and devices, and laser systems for the use in the industrial, communications, electronics, and instrumentation markets worldwide. It operates through three segments: Networking, Ma...",
        "gross_margin": "37.66%",
        "health_score": "45.89",
        "market_cap": "$56.37B",
        "name": "Coherent, Inc.",
        "net_margin": "10.59%",
        "pe_ratio": "120.19",
        "revenue_growth_qoq": "7.09%",
        "revenue_growth_yoy": "18.00%",
        "revenue_scale": "$6.60B",
        "roic": "3.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cohr/",
        "ticker": "COHR",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "12.50"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +10.7% suggests attention shifted faster than the benchmark on the latest session.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Attention thesis weakens if price closes below 288.14 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading momentum, but the move is already crowded.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "COHR",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 322.0,
        "previous_close": 288.33,
        "change": 33.670000000000016,
        "change_pct": 0.11677591648458363,
        "change_5d_pct": 0.3233057887517148,
        "change_20d_pct": 0.025053305939760406,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/COHR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 4,
        "expectation_gap": 1,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 1,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "avoid_chase",
      "source_ids": [
        "E0179",
        "E1055",
        "E1056",
        "E1057",
        "E1058",
        "E1877"
      ],
      "stage": "crowded",
      "theme": "geopolitical risk",
      "ticker": "COHR",
      "trading_hypothesis": "Research path: wait for pullback, volume normalization, or a second reliable catalyst before upgrading action."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Fidelity National Information Services主要提供银行核心系统、支付处理、商户和金融科技服务。行业地位：Fidelity National Information Services是IT服务赛道的重要公司，可比/竞争公司包括Infosys、Fiserv、Cognizant Technology Solutions、Broadridge Financial Solutions。关键变量主要是企业IT预算、外包需求、交易量、云迁移、AI自动化、人员利用率和客户集中度。",
      "core_catalyst": "Payments firm FIS shares slide after outlook cut",
      "evidence_summary": "FIS moved -11.0% in the latest session, -11.6% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1357.",
      "facts": [
        {
          "claim": "FIS moved -11.0% in the latest session, -11.6% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0295",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Payments firm FIS shares slide after outlook cut",
          "source_id": "E1357",
          "timestamp": "2026-08-04T12:24:11+00:00"
        },
        {
          "claim": "Fidelity National Information Services Q2 Adjusted Earnings, Revenue Rise; Updates 2026 Outlook - Shares Down Pre-Bell",
          "source_id": "E1358",
          "timestamp": "2026-08-04T12:14:09+00:00"
        },
        {
          "claim": "Fidelity National: Q2 Earnings Snapshot",
          "source_id": "E1359",
          "timestamp": "2026-08-04T11:37:35+00:00"
        },
        {
          "claim": "FIS Reports Second Quarter 2026 Results",
          "source_id": "E1360",
          "timestamp": "2026-08-04T11:30:00+00:00"
        },
        {
          "claim": "FIS fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $11.66B; revenue QoQ 17.18%; revenue YoY 14.40%; gross margin 33.63%; net margin 71.81%; ROIC 4.80%; engine score health 45.00 / valuation n/a.",
          "source_id": "E1878",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "33.63%",
        "health_score": "45.00",
        "market_cap": null,
        "name": "Fidelity National Information Services, Inc.",
        "net_margin": "71.81%",
        "pe_ratio": null,
        "revenue_growth_qoq": "17.18%",
        "revenue_growth_yoy": "14.40%",
        "revenue_scale": "$11.66B",
        "roic": "4.80%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "FIS",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -11.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 44.78 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "FIS",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 39.655,
        "previous_close": 44.78,
        "change": -5.125,
        "change_pct": -0.11444841447074583,
        "change_5d_pct": -0.11740485798679412,
        "change_20d_pct": -0.06913142205650868,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 20,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 56,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0295",
        "E1357",
        "E1358",
        "E1359",
        "E1360",
        "E1878"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "FIS",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Zebra 提供条码打印机、扫描器、移动计算终端、RFID、机器视觉和仓储零售自动化方案，客户集中在零售、物流、制造和医疗。行业地位：企业自动识别和数据采集领域的重要供应商，需求随仓储自动化、零售数字化和制造业资本开支变化。",
      "core_catalyst": "Zebra Technologies Fiscal Q2 Non-GAAP Earnings, Net Sales Rise; 2026 Outlook Lifted",
      "evidence_summary": "ZBRA moved +20.7% in the latest session, +20.1% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1667.",
      "facts": [
        {
          "claim": "ZBRA moved +20.7% in the latest session, +20.1% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0449",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Zebra Technologies Fiscal Q2 Non-GAAP Earnings, Net Sales Rise; 2026 Outlook Lifted",
          "source_id": "E1667",
          "timestamp": "2026-08-04T11:54:16+00:00"
        },
        {
          "claim": "Zebra Technologies (ZBRA) Beats Q2 Earnings and Revenue Estimates",
          "source_id": "E1668",
          "timestamp": "2026-08-04T11:50:03+00:00"
        },
        {
          "claim": "Zebra: Q2 Earnings Snapshot",
          "source_id": "E1669",
          "timestamp": "2026-08-04T10:42:39+00:00"
        },
        {
          "claim": "Zebra (NASDAQ:ZBRA) Reports Strong Q2 CY2026, Stock Jumps 11.9%",
          "source_id": "E1670",
          "timestamp": "2026-08-04T11:01:11+00:00"
        },
        {
          "claim": "ZBRA fundamentals snapshot: PE 33.23; market cap/assets $13.89B; revenue scale $5.58B; revenue QoQ 1.36%; revenue YoY 9.17%; gross margin 49.63%; net margin 9.03%; ROIC 9.64%; engine score health 44.00 / valuation 100.00.",
          "source_id": "E1879",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Zebra Technologies Corporation, together with its subsidiaries, operates in the automatic identification and data capture solutions industry worldwide. It operates in two segments, Connected Frontline, and Asset Visibility and Automation. The company designs, manufactures, and s...",
        "gross_margin": "49.63%",
        "health_score": "44.00",
        "market_cap": "$13.89B",
        "name": "Zebra Technologies Corporation",
        "net_margin": "9.03%",
        "pe_ratio": "33.23",
        "revenue_growth_qoq": "1.36%",
        "revenue_growth_yoy": "9.17%",
        "revenue_scale": "$5.58B",
        "roic": "9.64%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/zbra/",
        "ticker": "ZBRA",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +20.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 291.64 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ZBRA",
        "timestamp": "2026-08-04T13:41:34+00:00",
        "price": 348.685,
        "previous_close": 291.64,
        "change": 57.045000000000016,
        "change_pct": 0.19560074063914423,
        "change_5d_pct": 0.2260372977606815,
        "change_20d_pct": 0.31753262059920995,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ZBRA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0449",
        "E1667",
        "E1668",
        "E1669",
        "E1670",
        "E1879"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "ZBRA",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Avoid Chase",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：AST SpaceMobile 试图用低轨卫星网络让普通手机在没有地面基站覆盖的区域直接接入语音和数据服务，业务重心包括卫星制造、在轨通信能力建设以及与移动运营商的合作。客户不是终端用户直销为主，而是移动运营商及其覆盖补盲需求，回款前景依赖接入合作、容量使用、漫游和批发式通信服务。关键资产是大尺寸通信卫星、与运营商共享的频谱接入方案、专利体系以及天地一体网络设计。行业地位：在卫星直连手机这个新赛道，AST 的路径是与运营商深度绑定，并强调对现有手机的兼容性。竞争者包括 Starlink 的 direct-to-cell、Lynk Global 和各类天地融合通信方案，关键经营变量是卫星发射节奏、监管许可、链路性能、资本开支能力以及运营商签约落地速度。",
      "core_catalyst": "ASTS Short Interest Drops Below 20% Ahead Of BlueBird Launch – Retail Mood Brightens",
      "evidence_summary": "ASTS moved +9.6% in the latest session, +9.0% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1319.",
      "facts": [
        {
          "claim": "ASTS moved +9.6% in the latest session, +9.0% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0284",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "ASTS Short Interest Drops Below 20% Ahead Of BlueBird Launch – Retail Mood Brightens",
          "source_id": "E1319",
          "timestamp": "2026-08-04T12:30:04+00:00"
        },
        {
          "claim": "Nasdaq, S&P 500 Futures Climb As Wall Street Awaits AMD, SpaceX Earnings After Palantir Rally: Why SNAP, AMZN, SNDK, LCID, SLS, ASTS Are In Focus",
          "source_id": "E1320",
          "timestamp": "2026-08-04T08:48:17+00:00"
        },
        {
          "claim": "ASTS Stock Hits Nearly 3-Week High: Meta Exec Teases WhatsApp Over Satellite Ahead Of BlueBird Launch",
          "source_id": "E1321",
          "timestamp": "2026-08-04T03:04:17+00:00"
        },
        {
          "claim": "Will AST SpaceMobile, Inc. (ASTS) Report Negative Earnings Next Week? What You Should Know",
          "source_id": "E1322",
          "timestamp": "2026-08-03T14:00:06+00:00"
        },
        {
          "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.94M; revenue QoQ n/a; revenue YoY n/a; gross margin 20.94%; net margin -1693.80%; ROIC -6.10%.",
          "source_id": "E1880",
          "timestamp": "2026-08-04T13:41:20.577534+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "health_score": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$84.94M",
        "roic": "-6.10%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-08-04T13:41:20.577534+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +9.0% suggests attention shifted faster than the benchmark on the latest session.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Attention thesis weakens if price closes below 63.52 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading momentum, but the move is already crowded.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ASTS",
        "timestamp": "2026-08-04T13:41:36+00:00",
        "price": 69.52,
        "previous_close": 63.52,
        "change": 5.999999999999993,
        "change_pct": 0.09445843828715361,
        "change_5d_pct": 0.2293545700782158,
        "change_20d_pct": -0.0631990182230574,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASTS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_news",
        "catalyst_new_product",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_new_product",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 4,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 1,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "avoid_chase",
      "source_ids": [
        "E0284",
        "E1319",
        "E1320",
        "E1321",
        "E1322",
        "E1880"
      ],
      "stage": "crowded",
      "theme": "new product catalyst",
      "ticker": "ASTS",
      "trading_hypothesis": "Research path: wait for pullback, volume normalization, or a second reliable catalyst before upgrading action."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Sterling Infrastructure主要经营电网、通信、工业、基础设施、建筑机电或工程总包服务。行业地位：Sterling Infrastructure是工程建设服务赛道的重要公司，可比/竞争公司包括Quanta Services、Comfort Systems USA、Ferrovial、EMCOR Group。关键变量主要是基建和电网投资、订单积压、项目利润率、人工成本、执行风险和政府支出。",
      "core_catalyst": "Compared to Estimates, Sterling Infrastructure (STRL) Q2 Earnings: A Look at Key Metrics",
      "evidence_summary": "STRL moved -14.2% in the latest session, -14.8% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E1335.",
      "facts": [
        {
          "claim": "STRL moved -14.2% in the latest session, -14.8% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0289",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Compared to Estimates, Sterling Infrastructure (STRL) Q2 Earnings: A Look at Key Metrics",
          "source_id": "E1335",
          "timestamp": "2026-08-03T23:30:02+00:00"
        },
        {
          "claim": "Sterling Infrastructure (STRL) Beats Q2 Earnings and Revenue Estimates",
          "source_id": "E1336",
          "timestamp": "2026-08-03T21:45:05+00:00"
        },
        {
          "claim": "Sterling Infrastructure: Q2 Earnings Snapshot",
          "source_id": "E1337",
          "timestamp": "2026-08-03T20:38:52+00:00"
        },
        {
          "claim": "Sterling (NASDAQ:STRL) Beats Expectations in Strong Q2 CY2026, Guides for Strong Full-Year Sales",
          "source_id": "E1338",
          "timestamp": "2026-08-03T20:51:09+00:00"
        },
        {
          "claim": "STRL fundamentals snapshot: PE 37.49; market cap/assets $24.73B; revenue scale $3.44B; revenue QoQ n/a; revenue YoY n/a; gross margin 24.82%; net margin 14.44%; ROIC 14.69%.",
          "source_id": "E1881",
          "timestamp": "2026-08-04T13:41:20.817975+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Sterling Infrastructure, Inc. engages in the provision of e-infrastructure, transportation, and building solutions in the United States. It operates through three segments: E-Infrastructure, Transportation, and Building Solutions. The E-Infrastructure Solutions segment provides...",
        "gross_margin": "24.82%",
        "health_score": null,
        "market_cap": "$24.73B",
        "name": "Sterling Infrastructure, Inc.",
        "net_margin": "14.44%",
        "pe_ratio": "37.49",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.44B",
        "roic": "14.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/strl/",
        "ticker": "STRL",
        "timestamp": "2026-08-04T13:41:20.817975+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -14.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 611.47 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "STRL",
        "timestamp": "2026-08-04T13:41:33+00:00",
        "price": 523.0,
        "previous_close": 611.47,
        "change": -88.47000000000003,
        "change_pct": -0.14468412187024715,
        "change_5d_pct": -0.028043684332253793,
        "change_20d_pct": -0.22448436566392194,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/STRL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0289",
        "E1335",
        "E1336",
        "E1337",
        "E1338",
        "E1881"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "STRL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Tower Semiconductor主要经营芯片设计、晶圆代工、模拟/功率器件、射频、存储接口、半导体设备或材料。行业地位：Tower Semiconductor是半导体赛道的重要公司，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Tower Semiconductor Q2 Adjusted Earnings, Revenue Rise",
      "evidence_summary": "TSEM moved -5.3% in the latest session, -5.9% relative to benchmark, with volume at 0.7x its 20-day average. Reliable catalyst source: E1325.",
      "facts": [
        {
          "claim": "TSEM moved -5.3% in the latest session, -5.9% relative to benchmark, with volume at 0.7x its 20-day average.",
          "source_id": "E0286",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Tower Semiconductor Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E1325",
          "timestamp": "2026-08-04T11:40:25+00:00"
        },
        {
          "claim": "Tower Semiconductor: Q2 Earnings Snapshot",
          "source_id": "E1326",
          "timestamp": "2026-08-04T11:29:28+00:00"
        },
        {
          "claim": "Tower Semiconductor Announces Record Results for Revenue and Profitability for the Second Quarter 2026 with Third Quarter 2026 Record Revenue Guidance",
          "source_id": "E1327",
          "timestamp": "2026-08-04T11:00:00+00:00"
        },
        {
          "claim": "Tower Semiconductor Positioned to Beat, Raise in Q2, Wedbush Says",
          "source_id": "E1328",
          "timestamp": "2026-08-03T15:17:04+00:00"
        },
        {
          "claim": "TSEM fundamentals snapshot: PE 88.18; market cap/assets $25.20B; revenue scale $1.71B; revenue QoQ n/a; revenue YoY n/a; gross margin 29.95%; net margin 19.70%; ROIC 4.58%.",
          "source_id": "E1882",
          "timestamp": "2026-08-04T13:41:20.850776+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Tower Semiconductor Ltd., an independent semiconductor foundry, provides technology, development, and process platforms for integrated circuits in the United States, Japan, rest of Asia, and Europe. The company provides customizable process technologies, including SiGe, SiPho, m...",
        "gross_margin": "29.95%",
        "health_score": null,
        "market_cap": "$25.20B",
        "name": "Tower Semiconductor Ltd.",
        "net_margin": "19.70%",
        "pe_ratio": "88.18",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.71B",
        "roic": "4.58%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsem/",
        "ticker": "TSEM",
        "timestamp": "2026-08-04T13:41:20.850776+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 234.32 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TSEM",
        "timestamp": "2026-08-04T13:41:36+00:00",
        "price": 219.905,
        "previous_close": 234.32,
        "change": -14.414999999999992,
        "change_pct": -0.0615184363263912,
        "change_5d_pct": 0.08332919872454303,
        "change_20d_pct": 0.03763038550385467,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TSEM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 6
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0286",
        "E1325",
        "E1326",
        "E1327",
        "E1328",
        "E1882"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "TSEM",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：向芯片公司、手机厂商、云计算公司、汽车电子和IoT客户授权Arm CPU架构、Cortex核心、Mali图形、Ethos AI加速、互连、系统IP、物理IP、软件工具和Compute Subsystems；收入来自前期授权费、技术访问订阅和客户芯片出货后的版税；Arm本身不生产芯片，依靠生态伙伴完成SoC设计和制造。行业地位：移动处理器事实标准，并向数据中心、汽车和边缘AI扩张。关键变量包括智能手机出货、Armv9和高版税IP渗透率、云服务器采用、汽车电子设计定点、RISC-V竞争、客户集中度、Arm China治理和授权定价能力。",
      "core_catalyst": "ARM Stock: A $1 Billion AGI CPU Opportunity Could End Up Being Much Bigger Than Wall Street Expects",
      "evidence_summary": "ARM moved +11.2% in the latest session, +10.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0707.",
      "facts": [
        {
          "claim": "ARM moved +11.2% in the latest session, +10.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0052",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "ARM Stock: A $1 Billion AGI CPU Opportunity Could End Up Being Much Bigger Than Wall Street Expects",
          "source_id": "E0707",
          "timestamp": "2026-08-03T15:01:51+00:00"
        },
        {
          "claim": "Is Arm Holdings Stock a Buy on the Bullish CPU Outlook?",
          "source_id": "E0708",
          "timestamp": "2026-08-02T19:35:00+00:00"
        },
        {
          "claim": "Why Arm Holdings Stock Lost 34% in July",
          "source_id": "E0709",
          "timestamp": "2026-08-04T03:05:00+00:00"
        },
        {
          "claim": "Arm Quietly Builds Its Next Big AI Advantage",
          "source_id": "E0710",
          "timestamp": "2026-08-03T17:49:56+00:00"
        },
        {
          "claim": "ARM fundamentals snapshot: PE 282.43; market cap/assets $255.32B; revenue scale $4.92B; revenue QoQ 19.97%; revenue YoY 22.79%; gross margin 93.09%; net margin 21.01%; ROIC 8.42%; engine score health 57.69 / valuation 7.69.",
          "source_id": "E1883",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "93.09%",
        "health_score": "57.69",
        "market_cap": "$255.32B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "21.01%",
        "pe_ratio": "282.43",
        "revenue_growth_qoq": "19.97%",
        "revenue_growth_yoy": "22.79%",
        "revenue_scale": "$4.92B",
        "roic": "8.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "7.69"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +10.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 239.06 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ARM",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 267.2,
        "previous_close": 239.06,
        "change": 28.139999999999986,
        "change_pct": 0.11771103488663925,
        "change_5d_pct": 0.09177083436595446,
        "change_20d_pct": -0.11060810666677501,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ARM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0052",
        "E0707",
        "E0708",
        "E0709",
        "E0710",
        "E1883"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "ARM",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Rockwell Automation 向制造企业提供自动化控制系统、PLC、变频器、运动控制、工业软件、安全设备和数字化生产平台，客户覆盖汽车、食品饮料、生命科学、能源和离散制造。行业地位：全球工业自动化核心公司之一，变量是制造业资本开支、自动化改造需求、软件订阅增长和渠道库存周期。",
      "core_catalyst": "Rockwell Automation Fiscal Q3 Adjusted Earnings, Sales Rise; Lifts Fiscal 2026 Outlook",
      "evidence_summary": "ROK moved -7.8% in the latest session, -8.3% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1081.",
      "facts": [
        {
          "claim": "ROK moved -7.8% in the latest session, -8.3% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0190",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Rockwell Automation Fiscal Q3 Adjusted Earnings, Sales Rise; Lifts Fiscal 2026 Outlook",
          "source_id": "E1081",
          "timestamp": "2026-08-04T11:16:53+00:00"
        },
        {
          "claim": "Rockwell Automation: Fiscal Q3 Earnings Snapshot",
          "source_id": "E1082",
          "timestamp": "2026-08-04T11:07:24+00:00"
        },
        {
          "claim": "Rockwell Automation Reports Third Quarter 2026 Results",
          "source_id": "E1083",
          "timestamp": "2026-08-04T11:00:00+00:00"
        },
        {
          "claim": "Rockwell Automation (NYSE:ROK) Exceeds Q2 CY2026 Expectations",
          "source_id": "E1084",
          "timestamp": "2026-08-04T12:31:28+00:00"
        },
        {
          "claim": "ROK fundamentals snapshot: PE 49.19; market cap/assets $53.52B; revenue scale $8.80B; revenue QoQ 6.37%; revenue YoY 10.46%; gross margin 50.25%; net margin 15.63%; ROIC 14.93%; engine score health 62.42 / valuation 7.14.",
          "source_id": "E1884",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rockwell Automation, Inc., together with its subsidiaries, provides industrial automation and digital transformation solutions in North America, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. It operates in three segments: Intelligent Devices, Software & C...",
        "gross_margin": "50.25%",
        "health_score": "62.42",
        "market_cap": "$53.52B",
        "name": "Rockwell Automation, Inc.",
        "net_margin": "15.63%",
        "pe_ratio": "49.19",
        "revenue_growth_qoq": "6.37%",
        "revenue_growth_yoy": "10.46%",
        "revenue_scale": "$8.80B",
        "roic": "14.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rok/",
        "ticker": "ROK",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "7.14"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 480.98 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ROK",
        "timestamp": "2026-08-04T13:41:36+00:00",
        "price": 445.01,
        "previous_close": 480.49,
        "change": -35.48000000000002,
        "change_pct": -0.07384128701950099,
        "change_5d_pct": -0.05552138863299427,
        "change_20d_pct": -0.05094901729036572,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ROK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 17,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 54,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0190",
        "E1081",
        "E1082",
        "E1083",
        "E1084",
        "E1884"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "ROK",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：博通向云服务商、网络设备商、手机厂商、电信和企业客户提供以太网交换芯片、AI 定制加速器、光互连、无线射频、宽带接入、存储连接芯片，并通过 VMware、CA、Symantec Enterprise 等资产提供虚拟化、私有云、网络、安全和运维软件。收入来自芯片销售、长期供货协议、软件订阅和企业许可。行业地位：博通在高端网络芯片、定制 ASIC、无线射频和企业基础设施软件中具备强定价能力。关键变量包括超大云客户 AI ASIC 订单、以太网网络升级周期、苹果无线射频需求、VMware 续约与客户流失、软件利润率、半导体库存周期和并购整合执行。",
      "core_catalyst": "Broadcom (AVGO) And Google’s $200 Billion AI Build Put Its Chip Role In Focus",
      "evidence_summary": "AVGO moved +4.5% in the latest session, +3.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0602.",
      "facts": [
        {
          "claim": "AVGO moved +4.5% in the latest session, +3.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0015",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Broadcom (AVGO) And Google’s $200 Billion AI Build Put Its Chip Role In Focus",
          "source_id": "E0602",
          "timestamp": "2026-08-04T13:12:58+00:00"
        },
        {
          "claim": "Broadcom Stock Slips After Losing Major EU Antitrust Fight",
          "source_id": "E0603",
          "timestamp": "2026-08-03T18:24:25+00:00"
        },
        {
          "claim": "AVGO fundamentals snapshot: PE 65.28; market cap/assets $1.95T; revenue scale $75.47B; revenue QoQ 14.89%; revenue YoY 32.29%; gross margin 67.24%; net margin 41.96%; ROIC 18.39%; engine score health 71.88 / valuation n/a.",
          "source_id": "E1885",
          "timestamp": "2026-06-26T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "67.24%",
        "health_score": "71.88",
        "market_cap": "$1.95T",
        "name": "Broadcom Inc.",
        "net_margin": "41.96%",
        "pe_ratio": "65.28",
        "revenue_growth_qoq": "14.89%",
        "revenue_growth_yoy": "32.29%",
        "revenue_scale": "$75.47B",
        "roic": "18.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 392.23 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "AVGO",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 410.87,
        "previous_close": 392.23,
        "change": 18.639999999999986,
        "change_pct": 0.047523136934961574,
        "change_5d_pct": 0.07865373985942092,
        "change_20d_pct": 0.10812341915068169,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AVGO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 26,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 54,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0015",
        "E0602",
        "E0603",
        "E1885"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "AVGO",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：安波福向整车厂提供线束、连接器、高压配电系统、域控制器、传感器集成和软件平台，覆盖燃油车、电动车以及更高算力的电子电气架构升级。客户主要是全球汽车 OEM，回款与车型定点、量产爬坡、单车电子含量和软件功能渗透率相关。关键产品包括高压线束、连接系统、ADAS 电子模块、中央计算平台和整车软件解决方案。行业地位：安波福在汽车供应链里的地位来自平台化电子架构能力，既吃到线束和连接系统的基础份额，也受益于软件定义汽车带来的价值上移。对手包括 Bosch、Continental、ZF、Lear、Yazaki 和 Magna，关键经营变量是全球汽车产量、电动车高压架构渗透、定点转量产节奏、芯片供应和整车厂降本压力。",
      "core_catalyst": "Aptiv PLC (APTV) Q2 Earnings Surpass Estimates",
      "evidence_summary": "APTV moved -15.5% in the latest session, -16.1% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1652.",
      "facts": [
        {
          "claim": "APTV moved -15.5% in the latest session, -16.1% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0437",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Aptiv PLC (APTV) Q2 Earnings Surpass Estimates",
          "source_id": "E1652",
          "timestamp": "2026-08-04T12:05:02+00:00"
        },
        {
          "claim": "Aptiv's Q2 Adjusted Earnings, Net Sales Increase; Lowers 2026 Outlook",
          "source_id": "E1653",
          "timestamp": "2026-08-04T11:30:04+00:00"
        },
        {
          "claim": "Aptiv Reports Second Quarter 2026 Financial Results",
          "source_id": "E1654",
          "timestamp": "2026-08-04T10:45:00+00:00"
        },
        {
          "claim": "Is Aptiv (APTV) Cheap Following Its Q2 2026 Earnings Outlook?",
          "source_id": "E1655",
          "timestamp": "2026-08-02T16:09:03+00:00"
        },
        {
          "claim": "APTV fundamentals snapshot: PE 33.95; market cap/assets $10.23B; revenue scale $20.66B; revenue QoQ -1.30%; revenue YoY -21.94%; gross margin 23.67%; net margin 3.76%; ROIC 2.61%; engine score health 32.78 / valuation n/a.",
          "source_id": "E1886",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Aptiv PLC, an industrial technology company, provides hardware and software solutions to support automotive and other industries in North America, Europe, the Middle East, Africa, the Asia Pacific, and South America. It operates through three segments: Advanced Safety and User E...",
        "gross_margin": "23.67%",
        "health_score": "32.78",
        "market_cap": "$10.23B",
        "name": "Aptiv PLC",
        "net_margin": "3.76%",
        "pe_ratio": "33.95",
        "revenue_growth_qoq": "-1.30%",
        "revenue_growth_yoy": "-21.94%",
        "revenue_scale": "$20.66B",
        "roic": "2.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aptv/",
        "ticker": "APTV",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -16.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 57.23 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "APTV",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 48.5,
        "previous_close": 57.27,
        "change": -8.770000000000003,
        "change_pct": -0.15313427623537634,
        "change_5d_pct": -0.18350170447605263,
        "change_20d_pct": -0.17587083674560222,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/APTV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_low",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0437",
        "E1652",
        "E1653",
        "E1654",
        "E1655",
        "E1886"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "APTV",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：W.W. Grainger主要经营MRO工业用品分销，服务企业、政府和设施维护客户。行业地位：W.W. Grainger是工业分销赛道的核心公司，可比/竞争公司包括Fastenal、Ferguson、Watsco、WESCO International。关键变量主要是工业活动、住宅维修、价格传导、库存周转、分销网络密度和并购整合。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-07-31",
      "evidence_summary": "GWW moved -6.5% in the latest session, -7.0% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1049.",
      "facts": [
        {
          "claim": "GWW moved -6.5% in the latest session, -7.0% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0177",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-07-31",
          "source_id": "E1049",
          "timestamp": "2026-08-03T08:03:00+00:00"
        },
        {
          "claim": "W.W. Grainger Q2 Earnings, Net Sales Increase; 2026 Guidance Raised",
          "source_id": "E1050",
          "timestamp": "2026-08-04T12:40:34+00:00"
        },
        {
          "claim": "W.W. Grainger’s (NYSE:GWW) Q2 CY2026: Beats On Revenue But Stock Drops",
          "source_id": "E1051",
          "timestamp": "2026-08-04T12:34:24+00:00"
        },
        {
          "claim": "W.W. Grainger: Q2 Earnings Snapshot",
          "source_id": "E1052",
          "timestamp": "2026-08-04T12:07:15+00:00"
        },
        {
          "claim": "GRAINGER REPORTS RESULTS FOR THE SECOND QUARTER 2026",
          "source_id": "E1053",
          "timestamp": "2026-08-04T12:00:00+00:00"
        },
        {
          "claim": "GWW fundamentals snapshot: PE 36.33; market cap/assets $64.74B; revenue scale $18.38B; revenue QoQ 7.16%; revenue YoY 6.61%; gross margin 39.98%; net margin 11.70%; ROIC 27.62%; engine score health 71.25 / valuation 25.00.",
          "source_id": "E1887",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "W.W. Grainger, Inc., together with its subsidiaries, distributes maintenance, repair, and operating products and services primarily in North America, Japan, and the United Kingdom. The company operates through two segments, High-Touch Solutions North America and Endless Assortme...",
        "gross_margin": "39.98%",
        "health_score": "71.25",
        "market_cap": "$64.74B",
        "name": "W.W. Grainger, Inc.",
        "net_margin": "11.70%",
        "pe_ratio": "36.33",
        "revenue_growth_qoq": "7.16%",
        "revenue_growth_yoy": "6.61%",
        "revenue_scale": "$18.38B",
        "roic": "27.62%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gww/",
        "ticker": "GWW",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -7.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1371.25 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "GWW",
        "timestamp": "2026-08-04T13:41:21+00:00",
        "price": 1277.89,
        "previous_close": 1370.32,
        "change": -92.42999999999984,
        "change_pct": -0.06745139821355584,
        "change_5d_pct": -0.08650369740664499,
        "change_20d_pct": -0.05790203003543504,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GWW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0177",
        "E1049",
        "E1050",
        "E1051",
        "E1052",
        "E1053",
        "E1887"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "GWW",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：CoreWeave主要提供面向AI和高性能计算的云基础设施和GPU算力服务。行业地位：CoreWeave是基础设施软件赛道的核心公司，可比/竞争公司包括Cloudflare、Block、VeriSign、Zscaler。关键变量主要是云和AI工作负载、网络安全预算、净留存率、算力成本、平台竞争和监管合规。",
      "core_catalyst": "Situational Awareness Lost 67%. CoreWeave (CRWV) and Sandisk (SNDK) Show How Leverage Turned an AI Bet Into a Fire Sale",
      "evidence_summary": "CRWV moved +6.1% in the latest session, +5.5% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0976.",
      "facts": [
        {
          "claim": "CRWV moved +6.1% in the latest session, +5.5% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0148",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Situational Awareness Lost 67%. CoreWeave (CRWV) and Sandisk (SNDK) Show How Leverage Turned an AI Bet Into a Fire Sale",
          "source_id": "E0976",
          "timestamp": "2026-08-04T12:23:36+00:00"
        },
        {
          "claim": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: Apple, CoreWeave, eBay, Exxon Mobil, Intuit, Nebius Group, Palantir Technologies, SK hynix, and More",
          "source_id": "E0977",
          "timestamp": "2026-08-04T12:11:22+00:00"
        },
        {
          "claim": "CoreWeave expands into Indonesia, announces first data center in Asia-Pacific",
          "source_id": "E0978",
          "timestamp": "2026-08-04T13:05:50+00:00"
        },
        {
          "claim": "Piper Sandler names CoreWeave top pick in ’megawatt’ AI infrastructure race",
          "source_id": "E0979",
          "timestamp": "2026-08-04T12:27:21+00:00"
        },
        {
          "claim": "CRWV fundamentals snapshot: PE n/a; market cap/assets $67.23B; revenue scale $6.23B; revenue QoQ n/a; revenue YoY n/a; gross margin 65.54%; net margin -35.61%; ROIC -0.48%.",
          "source_id": "E1888",
          "timestamp": "2026-08-04T13:41:23.841244+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CoreWeave, Inc. operates as a cloud infrastructure technology company in the United States. The company offers CoreWeave Cloud platform that comprises proprietary software and cloud services that deliver the automation and efficiency needed to manage complex artificial intellige...",
        "gross_margin": "65.54%",
        "health_score": null,
        "market_cap": "$67.23B",
        "name": "CoreWeave, Inc. Class A Common Stock",
        "net_margin": "-35.61%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$6.23B",
        "roic": "-0.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/",
        "ticker": "CRWV",
        "timestamp": "2026-08-04T13:41:23.841244+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 85.76 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CRWV",
        "timestamp": "2026-08-04T13:41:38+00:00",
        "price": 90.98,
        "previous_close": 85.76,
        "change": 5.219999999999999,
        "change_pct": 0.06086753731343286,
        "change_5d_pct": 0.35185729382554154,
        "change_20d_pct": 0.08918952866726992,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRWV?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 11,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0148",
        "E0976",
        "E0977",
        "E0978",
        "E0979",
        "E1888"
      ],
      "stage": "late",
      "theme": "geopolitical risk",
      "ticker": "CRWV",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "COHR, LITE, POET, AAOI, MRVL Stocks Gain On Trump’s Reported China Ban On Data Center Import Parts",
      "evidence_summary": "MRVL moved +10.4% in the latest session, +9.8% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0776.",
      "facts": [
        {
          "claim": "MRVL moved +10.4% in the latest session, +9.8% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0076",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "COHR, LITE, POET, AAOI, MRVL Stocks Gain On Trump’s Reported China Ban On Data Center Import Parts",
          "source_id": "E0776",
          "timestamp": "2026-08-04T11:18:17+00:00"
        },
        {
          "claim": "Marvell Advances AI Memory Infrastructure Portfolio to Accelerate Agentic AI Inference",
          "source_id": "E0777",
          "timestamp": "2026-08-04T13:00:00+00:00"
        },
        {
          "claim": "How Patience Re-Prices Marvell Technology Stock",
          "source_id": "E0778",
          "timestamp": "2026-08-04T11:18:06+00:00"
        },
        {
          "claim": "Top Research Reports for Amazon, Marvell & Starbucks",
          "source_id": "E0779",
          "timestamp": "2026-08-03T20:51:00+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 67.09; market cap/assets $169.52B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 46.47 / valuation 23.08.",
          "source_id": "E1889",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "46.47",
        "market_cap": "$169.52B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "67.09",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "23.08"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +9.8% suggests attention shifted faster than the benchmark on the latest session.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Attention thesis weakens if price closes below 193.78 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MRVL",
        "timestamp": "2026-08-04T13:41:36+00:00",
        "price": 215.24,
        "previous_close": 193.775,
        "change": 21.465000000000003,
        "change_pct": 0.11077280350922458,
        "change_5d_pct": 0.23367913391439243,
        "change_20d_pct": -0.06701342502276086,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 4,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 1,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0076",
        "E0776",
        "E0777",
        "E0778",
        "E0779",
        "E1889"
      ],
      "stage": "crowded",
      "theme": "geopolitical risk",
      "ticker": "MRVL",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：SanDisk 聚焦闪存和存储产品，覆盖 NAND 闪存、固态硬盘、存储卡、U 盘以及企业和消费存储解决方案。行业地位：存储硬件周期股，核心受 NAND 供需、价格周期、AI/数据中心存储需求和消费电子库存影响。",
      "core_catalyst": "Situational Awareness Lost 67%. CoreWeave (CRWV) and Sandisk (SNDK) Show How Leverage Turned an AI Bet Into a Fire Sale",
      "evidence_summary": "SNDK moved +6.4% in the latest session, +5.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0718.",
      "facts": [
        {
          "claim": "SNDK moved +6.4% in the latest session, +5.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0056",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Situational Awareness Lost 67%. CoreWeave (CRWV) and Sandisk (SNDK) Show How Leverage Turned an AI Bet Into a Fire Sale",
          "source_id": "E0718",
          "timestamp": "2026-08-04T12:23:36+00:00"
        },
        {
          "claim": "New 3D Flash Memory Technology from Kioxia and Sandisk Achieves Industry’s Highest Bit Density for QLC NAND",
          "source_id": "E0719",
          "timestamp": "2026-08-04T12:30:00+00:00"
        },
        {
          "claim": "The Price of Reinvention for SanDisk Stock",
          "source_id": "E0720",
          "timestamp": "2026-08-04T11:25:11+00:00"
        },
        {
          "claim": "SK Hynix and Sandisk May Have Just Solved AI’s Biggest Bottleneck — And It Could Reshape the Memory Market",
          "source_id": "E0721",
          "timestamp": "2026-08-04T11:12:38+00:00"
        },
        {
          "claim": "SNDK fundamentals snapshot: PE 42.30; market cap/assets $190.63B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%; engine score health 73.75 / valuation 50.00.",
          "source_id": "E1890",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the United States, Europe, the Middle East, Africa, Asia, and internationally. The company offers solid state drives for desktop and notebook PCs, gaming conso...",
        "gross_margin": "78.35%",
        "health_score": "73.75",
        "market_cap": "$190.63B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "42.30",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1288.03 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "SNDK",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 1381.93,
        "previous_close": 1288.03,
        "change": 93.90000000000009,
        "change_pct": 0.07290202867945639,
        "change_5d_pct": 0.260770030818829,
        "change_20d_pct": -0.1457439316858984,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNDK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0056",
        "E0718",
        "E0719",
        "E0720",
        "E0721",
        "E1890"
      ],
      "stage": "late",
      "theme": "geopolitical risk",
      "ticker": "SNDK",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：JBT Marel主要经营工业设备、发动机、泵阀、压缩机、水处理、自动化、升降机或专用机械。行业地位：JBT Marel是工业机械赛道的重要参与者，可比/竞争公司包括Howmet Aerospace、Cummins、Emerson Electric、Illinois Tool Works。关键变量主要是订单积压、工业资本开支、售后收入、价格成本差、供应链、自动化和能源效率需求。",
      "core_catalyst": "JBT Marel (JBTM) Q2 Earnings and Revenues Miss Estimates",
      "evidence_summary": "JBTM moved -10.4% in the latest session, -11.0% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E1787.",
      "facts": [
        {
          "claim": "JBTM moved -10.4% in the latest session, -11.0% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0529",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "JBT Marel (JBTM) Q2 Earnings and Revenues Miss Estimates",
          "source_id": "E1787",
          "timestamp": "2026-08-03T22:45:07+00:00"
        },
        {
          "claim": "JBT Marel (NYSE:JBTM) Posts Q2 CY2026 Sales In Line With Estimates but Non-GAAP EPS Miss",
          "source_id": "E1788",
          "timestamp": "2026-08-03T22:13:02+00:00"
        },
        {
          "claim": "JBT: Q2 Earnings Snapshot",
          "source_id": "E1789",
          "timestamp": "2026-08-03T20:56:51+00:00"
        },
        {
          "claim": "JBT Marel Q2 Adjusted Earnings, Revenue Rise",
          "source_id": "E1790",
          "timestamp": "2026-08-03T20:49:12+00:00"
        },
        {
          "claim": "JBTM fundamentals snapshot: PE 41.47; market cap/assets $6.83B; revenue scale $3.88B; revenue QoQ n/a; revenue YoY n/a; gross margin 36.60%; net margin 2.85%; ROIC 0.60%.",
          "source_id": "E1891",
          "timestamp": "2026-08-04T13:41:25.517158+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "JBT Marel Corporation provides technology solutions to food and beverage industry in the United States, Canada, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. The company operates through Protein Solutions and Prepared Food and Beverage Solutions. It offer...",
        "gross_margin": "36.60%",
        "health_score": null,
        "market_cap": "$6.83B",
        "name": "JBT Marel Corporation",
        "net_margin": "2.85%",
        "pe_ratio": "41.47",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.88B",
        "roic": "0.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/jbtm/",
        "ticker": "JBTM",
        "timestamp": "2026-08-04T13:41:25.517158+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -11.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 142.25 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "JBTM",
        "timestamp": "2026-08-04T13:37:22+00:00",
        "price": 127.45,
        "previous_close": 142.17,
        "change": -14.719999999999985,
        "change_pct": -0.10353801786593508,
        "change_5d_pct": -0.12555746140651802,
        "change_20d_pct": -0.10555130123765488,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/JBTM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 19,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0529",
        "E1787",
        "E1788",
        "E1789",
        "E1790",
        "E1891"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "JBTM",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Broadridge Financial Solutions主要提供金融通信、代理投票、投资者服务和财富管理技术平台。行业地位：Broadridge Financial Solutions是IT服务赛道的重要参与者，可比/竞争公司包括Infosys、Fiserv、Cognizant Technology Solutions、Fidelity National Information Services。关键变量主要是企业IT预算、外包需求、交易量、云迁移、AI自动化、人员利用率和客户集中度。",
      "core_catalyst": "Sector Update: Financial Stocks Lean Lower Premarket Tuesday",
      "evidence_summary": "BR moved +9.0% in the latest session, +8.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1479.",
      "facts": [
        {
          "claim": "BR moved +9.0% in the latest session, +8.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0348",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Sector Update: Financial Stocks Lean Lower Premarket Tuesday",
          "source_id": "E1479",
          "timestamp": "2026-08-04T13:21:56+00:00"
        },
        {
          "claim": "Broadridge Financial Solutions (BR) Q4 Earnings and Revenues Top Estimates",
          "source_id": "E1480",
          "timestamp": "2026-08-04T12:25:02+00:00"
        },
        {
          "claim": "Broadridge quarterly profit climbs on investor communications strength",
          "source_id": "E1481",
          "timestamp": "2026-08-04T11:54:15+00:00"
        },
        {
          "claim": "Broadridge Financial Solutions Fiscal Q4 Adjusted Earnings, Revenue Rise",
          "source_id": "E1482",
          "timestamp": "2026-08-04T11:33:22+00:00"
        },
        {
          "claim": "BR fundamentals snapshot: PE 16.54; market cap/assets $18.20B; revenue scale $7.32B; revenue QoQ 13.99%; revenue YoY 8.19%; gross margin 32.09%; net margin 14.14%; ROIC 14.30%; engine score health 63.81 / valuation 42.86.",
          "source_id": "E1892",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Broadridge Financial Solutions, Inc. provides investor communications and technology-driven solutions for the financial services industry in the United States and internationally. The company’s Investor Communication Solutions segment handles the proxy materials distribution and...",
        "gross_margin": "32.09%",
        "health_score": "63.81",
        "market_cap": "$18.20B",
        "name": "Broadridge Financial Solutions, Inc.",
        "net_margin": "14.14%",
        "pe_ratio": "16.54",
        "revenue_growth_qoq": "13.99%",
        "revenue_growth_yoy": "8.19%",
        "revenue_scale": "$7.32B",
        "roic": "14.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/br/",
        "ticker": "BR",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "42.86"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 157.34 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "BR",
        "timestamp": "2026-08-04T13:41:07+00:00",
        "price": 171.97,
        "previous_close": 157.345,
        "change": 14.625,
        "change_pct": 0.09294861609838256,
        "change_5d_pct": 0.087179213318614,
        "change_20d_pct": 0.1572677855760296,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 18,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0348",
        "E1479",
        "E1480",
        "E1481",
        "E1482",
        "E1892"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "BR",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Nebius Group主要提供AI云基础设施、GPU算力和开发者相关服务，收入与AI训练和推理工作负载相关。行业地位：Nebius Group是互联网内容与平台赛道的重要公司，可比/竞争公司包括Spotify Technology、DoorDash、Reddit、Twilio。关键变量主要是用户增长、广告变现、平台补贴、算法与内容监管、AI基础设施成本和竞争强度。",
      "core_catalyst": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: Apple, CoreWeave, eBay, Exxon Mobil, Intuit, Nebius Group, Palantir Technologies, SK hynix, and More",
      "evidence_summary": "NBIS moved +5.5% in the latest session, +4.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1141.",
      "facts": [
        {
          "claim": "NBIS moved +5.5% in the latest session, +4.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0205",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: Apple, CoreWeave, eBay, Exxon Mobil, Intuit, Nebius Group, Palantir Technologies, SK hynix, and More",
          "source_id": "E1141",
          "timestamp": "2026-08-04T12:11:22+00:00"
        },
        {
          "claim": "Piper Sandler Initiates Nebius Group at Neutral With $224 Price Target",
          "source_id": "E1142",
          "timestamp": "2026-08-04T11:21:16+00:00"
        },
        {
          "claim": "Better Neocloud Stock: CoreWeave vs. Nebius",
          "source_id": "E1143",
          "timestamp": "2026-08-04T04:20:00+00:00"
        },
        {
          "claim": "Nebius (NBIS): The Neocloud Leader",
          "source_id": "E1144",
          "timestamp": "2026-08-03T18:56:00+00:00"
        },
        {
          "claim": "NBIS fundamentals snapshot: PE 70.35; market cap/assets $57.43B; revenue scale $877.90M; revenue QoQ n/a; revenue YoY n/a; gross margin 73.98%; net margin 155.69%; ROIC n/a.",
          "source_id": "E1893",
          "timestamp": "2026-08-04T13:41:27.144754+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": "73.98%",
        "health_score": null,
        "market_cap": "$57.43B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "70.35",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-08-04T13:41:27.144754+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 212.58 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "NBIS",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 224.415,
        "previous_close": 212.58,
        "change": 11.83499999999998,
        "change_pct": 0.05567315834038933,
        "change_5d_pct": 0.32249983364512125,
        "change_20d_pct": 0.1497258937089605,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NBIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 1,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0205",
        "E1141",
        "E1142",
        "E1143",
        "E1144",
        "E1893"
      ],
      "stage": "late",
      "theme": "catalyst attention signal",
      "ticker": "NBIS",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：IDEXX Laboratories主要经营宠物诊断仪器、耗材、实验室服务和兽医软件。行业地位：IDEXX Laboratories是生命科学工具与诊断赛道的重要公司，可比/竞争公司包括Danaher、IQVIA Holdings、Natera、Mettler-Toledo International。关键变量主要是科研预算、制药研发支出、检测量、仪器更新、耗材拉动和中国市场需求。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-30",
      "evidence_summary": "IDXX moved +7.8% in the latest session, +7.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1117.",
      "facts": [
        {
          "claim": "IDXX moved +7.8% in the latest session, +7.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0200",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-30",
          "source_id": "E1117",
          "timestamp": "2026-08-03T17:00:08+00:00"
        },
        {
          "claim": "Update: IDEXX Laboratories' Q2 Earnings, Revenue Increase; 2026 Outlook Updated",
          "source_id": "E1118",
          "timestamp": "2026-08-04T13:22:42+00:00"
        },
        {
          "claim": "IDEXX Laboratories Shares Climb After Earnings Beat and Improved Full-Year Outlook",
          "source_id": "E1119",
          "timestamp": "2026-08-04T12:15:34+00:00"
        },
        {
          "claim": "Idexx Laboratories (IDXX) Q2 Earnings and Revenues Top Estimates",
          "source_id": "E1120",
          "timestamp": "2026-08-04T11:40:02+00:00"
        },
        {
          "claim": "IDEXX Laboratories' Q2 Comparable Earnings, Revenue Increase; 2026 Outlook Updated",
          "source_id": "E1121",
          "timestamp": "2026-08-04T10:58:20+00:00"
        },
        {
          "claim": "IDXX fundamentals snapshot: PE 41.08; market cap/assets $45.00B; revenue scale $4.45B; revenue QoQ 4.61%; revenue YoY 13.08%; gross margin 63.35%; net margin 24.41%; ROIC 41.53%; engine score health 89.00 / valuation 30.00.",
          "source_id": "E1894",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "IDEXX Laboratories, Inc. develops, manufactures, and distributes products for the companion animal veterinary, livestock and poultry, dairy, and water testing industries in the United States and internationally. It operates through three segments: Companion Animal Group; Water Q...",
        "gross_margin": "63.35%",
        "health_score": "89.00",
        "market_cap": "$45.00B",
        "name": "IDEXX Laboratories, Inc.",
        "net_margin": "24.41%",
        "pe_ratio": "41.08",
        "revenue_growth_qoq": "4.61%",
        "revenue_growth_yoy": "13.08%",
        "revenue_scale": "$4.45B",
        "roic": "41.53%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/idxx/",
        "ticker": "IDXX",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "30.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +7.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 567.84 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "IDXX",
        "timestamp": "2026-08-04T13:41:31+00:00",
        "price": 602.48,
        "previous_close": 567.84,
        "change": 34.639999999999986,
        "change_pct": 0.061003099464638,
        "change_5d_pct": 0.05783618928165013,
        "change_20d_pct": 0.05651907058307759,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IDXX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "gap_fade",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0200",
        "E1117",
        "E1118",
        "E1119",
        "E1120",
        "E1121",
        "E1894"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "IDXX",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：ONEOK主要经营天然气和NGL管道、处理、分馏和储运资产。行业地位：ONEOK是能源中游赛道的核心公司，可比/竞争公司包括Enbridge、Enterprise Products Partners L.P.、Kinder Morgan、Energy Transfer LP。关键变量主要是吞吐量、合同结构、利率、杠杆、产区增长、监管审批和LNG需求。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-08-03",
      "evidence_summary": "OKE moved -5.1% in the latest session, -5.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1020.",
      "facts": [
        {
          "claim": "OKE moved -5.1% in the latest session, -5.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0167",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-08-03",
          "source_id": "E1020",
          "timestamp": "2026-08-03T16:22:11+00:00"
        },
        {
          "claim": "Compared to Estimates, Oneok (OKE) Q2 Earnings: A Look at Key Metrics",
          "source_id": "E1021",
          "timestamp": "2026-08-03T22:00:02+00:00"
        },
        {
          "claim": "Oneok Inc. (OKE) Q2 Earnings and Revenues Beat Estimates",
          "source_id": "E1022",
          "timestamp": "2026-08-03T21:45:04+00:00"
        },
        {
          "claim": "ONEOK Q2 Earnings, Revenue Rise",
          "source_id": "E1023",
          "timestamp": "2026-08-03T20:59:48+00:00"
        },
        {
          "claim": "Oneok: Q2 Earnings Snapshot",
          "source_id": "E1024",
          "timestamp": "2026-08-03T20:29:40+00:00"
        },
        {
          "claim": "OKE fundamentals snapshot: PE 15.74; market cap/assets $55.59B; revenue scale $35.20B; revenue QoQ 6.10%; revenue YoY 41.04%; gross margin 26.67%; net margin 8.05%; ROIC 10.46%; engine score health 50.00 / valuation 50.00.",
          "source_id": "E1895",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ONEOK, Inc. operates as a midstream service provider of gathering, processing, fractionation, transportation, storage, and marine export services in the United States. It operates in four segments: Natural Gas Gathering and Processing; Natural Gas Liquids; Natural Gas Pipelines;...",
        "gross_margin": "26.67%",
        "health_score": "50.00",
        "market_cap": "$55.59B",
        "name": "ONEOK, Inc.",
        "net_margin": "8.05%",
        "pe_ratio": "15.74",
        "revenue_growth_qoq": "6.10%",
        "revenue_growth_yoy": "41.04%",
        "revenue_scale": "$35.20B",
        "roic": "10.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oke/",
        "ticker": "OKE",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -5.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 88.24 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "OKE",
        "timestamp": "2026-08-04T13:41:34+00:00",
        "price": 83.9,
        "previous_close": 88.24,
        "change": -4.339999999999989,
        "change_pct": -0.04918404351767891,
        "change_5d_pct": -0.05518021265046358,
        "change_20d_pct": -0.07466635387298426,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/OKE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 50,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0167",
        "E1020",
        "E1021",
        "E1022",
        "E1023",
        "E1024",
        "E1895"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "OKE",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Gartner主要提供企业技术研究、咨询、会议和数据分析服务，客户以CIO和企业管理层为主。行业地位：Gartner是IT服务赛道的重要参与者，可比/竞争公司包括Infosys、Fiserv、Cognizant Technology Solutions、Fidelity National Information Services。关键变量主要是企业IT预算、外包需求、交易量、云迁移、AI自动化、人员利用率和客户集中度。",
      "core_catalyst": "Gartner Shares Jump After Strong Second-Quarter Performance and Higher Guidance",
      "evidence_summary": "IT moved +10.5% in the latest session, +9.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1703.",
      "facts": [
        {
          "claim": "IT moved +10.5% in the latest session, +9.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0466",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Gartner Shares Jump After Strong Second-Quarter Performance and Higher Guidance",
          "source_id": "E1703",
          "timestamp": "2026-08-04T12:30:38+00:00"
        },
        {
          "claim": "Gartner (IT) Q2 Earnings and Revenues Beat Estimates",
          "source_id": "E1704",
          "timestamp": "2026-08-04T11:10:02+00:00"
        },
        {
          "claim": "Gartner Q2 Adjusted Earnings Rise, Revenue Falls; Shares Up Pre-Bell",
          "source_id": "E1705",
          "timestamp": "2026-08-04T10:23:54+00:00"
        },
        {
          "claim": "Gartner (NYSE:IT) Posts Better-Than-Expected Sales In Q2 CY2026, Stock Soars",
          "source_id": "E1706",
          "timestamp": "2026-08-04T10:15:35+00:00"
        },
        {
          "claim": "IT fundamentals snapshot: PE 13.70; market cap/assets $10.15B; revenue scale $6.47B; revenue QoQ -13.78%; revenue YoY 2.30%; gross margin 71.59%; net margin 14.71%; ROIC 13.90%; engine score health 58.06 / valuation 97.22.",
          "source_id": "E1896",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Gartner, Inc. provides business and technology insights to support decision-making and performance on an organization’s mission-critical priorities in the United States, Canada, Europe, the Middle East, Africa, and internationally. It operates through three segments: Insights, C...",
        "gross_margin": "71.59%",
        "health_score": "58.06",
        "market_cap": "$10.15B",
        "name": "Gartner, Inc.",
        "net_margin": "14.71%",
        "pe_ratio": "13.70",
        "revenue_growth_qoq": "-13.78%",
        "revenue_growth_yoy": "2.30%",
        "revenue_scale": "$6.47B",
        "roic": "13.90%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/it/",
        "ticker": "IT",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "97.22"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +9.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 151.53 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "IT",
        "timestamp": "2026-08-04T13:41:29+00:00",
        "price": 167.795,
        "previous_close": 151.4,
        "change": 16.394999999999982,
        "change_pct": 0.10828929986789948,
        "change_5d_pct": 0.07671332098974548,
        "change_20d_pct": 0.19172582644276548,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 49,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0466",
        "E1703",
        "E1704",
        "E1705",
        "E1706",
        "E1896"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "IT",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Henry Schein主要经营药品、医疗耗材、牙科或兽医用品分销，服务医院、药房、诊所和专业医疗客户。行业地位：Henry Schein是医药分销赛道的重要参与者，可比/竞争公司包括McKesson、Cardinal Health。关键变量主要是处方量、药价通胀、合同续签、运营效率、客户集中度和监管报销。",
      "core_catalyst": "Henry Schein's Q2 Non-GAAP Earnings, Net Sales Increase; 2026 Guidance Raised",
      "evidence_summary": "HSIC moved +5.8% in the latest session, +5.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1726.",
      "facts": [
        {
          "claim": "HSIC moved +5.8% in the latest session, +5.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0495",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Henry Schein's Q2 Non-GAAP Earnings, Net Sales Increase; 2026 Guidance Raised",
          "source_id": "E1726",
          "timestamp": "2026-08-04T11:40:05+00:00"
        },
        {
          "claim": "Henry Schein (HSIC) Q2 Earnings and Revenues Beat Estimates",
          "source_id": "E1727",
          "timestamp": "2026-08-04T11:10:01+00:00"
        },
        {
          "claim": "Henry Schein: Q2 Earnings Snapshot",
          "source_id": "E1728",
          "timestamp": "2026-08-04T10:05:59+00:00"
        },
        {
          "claim": "Henry Schein (NASDAQ:HSIC) Surprises With Q2 CY2026 Sales",
          "source_id": "E1729",
          "timestamp": "2026-08-04T10:24:37+00:00"
        },
        {
          "claim": "HSIC fundamentals snapshot: PE 25.06; market cap/assets $9.90B; revenue scale $13.38B; revenue QoQ -2.01%; revenue YoY 5.64%; gross margin 31.77%; net margin 3.18%; ROIC 6.63%; engine score health 45.00 / valuation 38.46.",
          "source_id": "E1897",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Henry Schein, Inc. provides health care products and services to office-based dental and medical practitioners worldwide. It operates through Global Distribution and Value-Added Services; Global Specialty Products; and Global Technology segments. The Global Distribution and Valu...",
        "gross_margin": "31.77%",
        "health_score": "45.00",
        "market_cap": "$9.90B",
        "name": "Henry Schein, Inc.",
        "net_margin": "3.18%",
        "pe_ratio": "25.06",
        "revenue_growth_qoq": "-2.01%",
        "revenue_growth_yoy": "5.64%",
        "revenue_scale": "$13.38B",
        "roic": "6.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hsic/",
        "ticker": "HSIC",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "38.46"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 86.51 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "HSIC",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 92.175,
        "previous_close": 86.51,
        "change": 5.664999999999992,
        "change_pct": 0.06548375910299375,
        "change_5d_pct": 0.075428782925965,
        "change_20d_pct": 0.061434867423889594,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/HSIC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 49,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0495",
        "E1726",
        "E1727",
        "E1728",
        "E1729",
        "E1897"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "HSIC",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Leidos Holdings主要提供政府IT、国防、情报、民用和医疗技术服务。行业地位：Leidos Holdings是IT服务赛道的重要参与者，可比/竞争公司包括Infosys、Fiserv、Cognizant Technology Solutions、Fidelity National Information Services。关键变量主要是企业IT预算、外包需求、交易量、云迁移、AI自动化、人员利用率和客户集中度。",
      "core_catalyst": "Leidos Shares Jump After Strong Second-Quarter Results and Higher Full-Year Guidance",
      "evidence_summary": "LDOS moved +6.7% in the latest session, +6.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1495.",
      "facts": [
        {
          "claim": "LDOS moved +6.7% in the latest session, +6.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0354",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Leidos Shares Jump After Strong Second-Quarter Results and Higher Full-Year Guidance",
          "source_id": "E1495",
          "timestamp": "2026-08-04T12:26:02+00:00"
        },
        {
          "claim": "Leidos (LDOS) Q2 Earnings and Revenues Top Estimates",
          "source_id": "E1496",
          "timestamp": "2026-08-04T11:10:02+00:00"
        },
        {
          "claim": "Leidos Q2 Adjusted Earnings, Revenue Rise; Raises 2026 Outlook",
          "source_id": "E1497",
          "timestamp": "2026-08-04T10:55:41+00:00"
        },
        {
          "claim": "Leidos (NYSE:LDOS) Exceeds Q2 CY2026 Expectations, Stock Soars",
          "source_id": "E1498",
          "timestamp": "2026-08-04T10:28:47+00:00"
        },
        {
          "claim": "LDOS fundamentals snapshot: PE 10.51; market cap/assets $14.93B; revenue scale $17.33B; revenue QoQ 4.59%; revenue YoY 2.34%; gross margin 17.30%; net margin 7.45%; ROIC 13.55%; engine score health 62.14 / valuation 71.43.",
          "source_id": "E1898",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Leidos Holdings, Inc., together with its subsidiaries, provides services and solutions for government and commercial customers in the United States and internationally. The National Security & Digital segment provides national security software; services by using artificial inte...",
        "gross_margin": "17.30%",
        "health_score": "62.14",
        "market_cap": "$14.93B",
        "name": "Leidos Holdings, Inc.",
        "net_margin": "7.45%",
        "pe_ratio": "10.51",
        "revenue_growth_qoq": "4.59%",
        "revenue_growth_yoy": "2.34%",
        "revenue_scale": "$17.33B",
        "roic": "13.55%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ldos/",
        "ticker": "LDOS",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "71.43"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 118.72 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LDOS",
        "timestamp": "2026-08-04T13:41:38+00:00",
        "price": 125.64,
        "previous_close": 118.875,
        "change": 6.765000000000001,
        "change_pct": 0.05690851735015778,
        "change_5d_pct": 0.061507260494317206,
        "change_20d_pct": 0.1572257562232411,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LDOS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0354",
        "E1495",
        "E1496",
        "E1497",
        "E1498",
        "E1898"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "LDOS",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Cummins主要经营柴油和天然气发动机、动力系统、零部件、发电和新能源动力技术。行业地位：Cummins是工业机械赛道的核心公司，可比/竞争公司包括Howmet Aerospace、Emerson Electric、Illinois Tool Works、Roper Technologies。关键变量主要是订单积压、工业资本开支、售后收入、价格成本差、供应链、自动化和能源效率需求。",
      "core_catalyst": "Cummins falls 8% as earnings miss overshadows revenue beat",
      "evidence_summary": "CMI moved -6.8% in the latest session, -7.4% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0873.",
      "facts": [
        {
          "claim": "CMI moved -6.8% in the latest session, -7.4% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0106",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "Cummins falls 8% as earnings miss overshadows revenue beat",
          "source_id": "E0873",
          "timestamp": "2026-08-04T13:09:22+00:00"
        },
        {
          "claim": "Cummins Raises Outlook as Profit, Sales Climb",
          "source_id": "E0874",
          "timestamp": "2026-08-04T12:39:00+00:00"
        },
        {
          "claim": "Cummins Q2 Earnings, Net Sales Rise; Raises 2026 Revenue Growth Outlook",
          "source_id": "E0875",
          "timestamp": "2026-08-04T11:55:16+00:00"
        },
        {
          "claim": "Cummins (NYSE:CMI) Posts Better-Than-Expected Sales In Q2 CY2026 But Stock Drops",
          "source_id": "E0876",
          "timestamp": "2026-08-04T12:28:42+00:00"
        },
        {
          "claim": "CMI fundamentals snapshot: PE 33.50; market cap/assets $89.53B; revenue scale $33.89B; revenue QoQ -1.62%; revenue YoY 0.06%; gross margin 26.71%; net margin 7.79%; ROIC 11.06%; engine score health 62.86 / valuation 57.14.",
          "source_id": "E1899",
          "timestamp": "2026-08-03T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Cummins Inc. offers various power solutions worldwide. The company operates through five segments: Engine, Distribution, Components, Power Systems, and Accelera. It offers diesel and natural gas-powered engines; and drivetrain systems, including axles, drivelines, brakes, and su...",
        "gross_margin": "26.71%",
        "health_score": "62.86",
        "market_cap": "$89.53B",
        "name": "Cummins Inc.",
        "net_margin": "7.79%",
        "pe_ratio": "33.50",
        "revenue_growth_qoq": "-1.62%",
        "revenue_growth_yoy": "0.06%",
        "revenue_scale": "$33.89B",
        "roic": "11.06%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cmi/",
        "ticker": "CMI",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "57.14"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 648.85 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CMI",
        "timestamp": "2026-08-04T13:41:39+00:00",
        "price": 603.612,
        "previous_close": 648.87,
        "change": -45.25800000000004,
        "change_pct": -0.06974894817143651,
        "change_5d_pct": -0.05920819362757179,
        "change_20d_pct": -0.08563034113080081,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CMI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 3,
        "risk_reward": 2,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0106",
        "E0873",
        "E0874",
        "E0875",
        "E0876",
        "E1899"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "CMI",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：IonQ主要开发量子计算硬件、云访问和相关软件生态。行业地位：IonQ是计算硬件赛道的重要参与者，可比/竞争公司包括HP、超微电脑、Logitech International、D-Wave Quantum。关键变量主要是AI服务器需求、PC换机、组件成本、渠道库存、毛利率和技术路线。",
      "core_catalyst": "IonQ vs. Advanced Micro Devices: Comparing Revenue Trends Between a Quantum Computing Innovator and an Artificial Intelligence Giant",
      "evidence_summary": "IONQ moved +5.7% in the latest session, +5.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1484.",
      "facts": [
        {
          "claim": "IONQ moved +5.7% in the latest session, +5.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0350",
          "timestamp": "2026-08-04T00:00:00+00:00"
        },
        {
          "claim": "IonQ vs. Advanced Micro Devices: Comparing Revenue Trends Between a Quantum Computing Innovator and an Artificial Intelligence Giant",
          "source_id": "E1484",
          "timestamp": "2026-08-04T13:05:02+00:00"
        },
        {
          "claim": "IonQ (IONQ) Stock Looks Fully Priced As It Closes The SkyWater Deal",
          "source_id": "E1485",
          "timestamp": "2026-08-03T23:14:16+00:00"
        },
        {
          "claim": "IonQ (IONQ) Closed Its SkyWater Deal, Is The Valuation Gap Still Real?",
          "source_id": "E1486",
          "timestamp": "2026-08-03T22:09:20+00:00"
        },
        {
          "claim": "BigBear.ai vs. IonQ: Which Tech Stock Is a Better Buy in 2026, the Company Focused on Artificial Intelligence or the Quantum Computing Innovator?",
          "source_id": "E1487",
          "timestamp": "2026-08-04T12:17:01+00:00"
        },
        {
          "claim": "IONQ fundamentals snapshot: PE 44.42; market cap/assets $17.60B; revenue scale $187.12M; revenue QoQ n/a; revenue YoY n/a; gross margin 23.84%; net margin 1244.22%; ROIC n/a.",
          "source_id": "E1900",
          "timestamp": "2026-08-04T13:41:30.264397+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "IonQ, Inc. develops quantum computing systems in the United States, Switzerland, and Internationally. It sells access to quantum computers of various qubit capacities. The company also makes access to its quantum computers through cloud platforms, such as Amazon Web Services (AW...",
        "gross_margin": "23.84%",
        "health_score": null,
        "market_cap": "$17.60B",
        "name": "IonQ, Inc.",
        "net_margin": "1244.22%",
        "pe_ratio": "44.42",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$187.12M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ionq/",
        "ticker": "IONQ",
        "timestamp": "2026-08-04T13:41:30.264397+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 38.85 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "IONQ",
        "timestamp": "2026-08-04T13:41:37+00:00",
        "price": 40.96,
        "previous_close": 38.84,
        "change": 2.1199999999999974,
        "change_pct": 0.054582904222451045,
        "change_5d_pct": 0.20897280722189282,
        "change_20d_pct": -0.09700177581892366,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IONQ?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_contract_order",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 49,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0350",
        "E1484",
        "E1485",
        "E1486",
        "E1487",
        "E1900"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "IONQ",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY +0.6%, QQQ +1.7%, IWM +0.6%, HYG +0.2%, TLT +0.6%, VIXY -1.2%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
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        "TLT": 0.005535953278987593,
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      "ticker": "MARKET",
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      "timestamp": "2026-08-04T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-08-04"
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    {
      "claim": "SPY moved +0.6% in the latest session, +0.0% relative to SPY, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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      "source_type": "market_data",
      "ticker": "SPY",
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      "timestamp": "2026-08-04T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SPY/2026-08-04"
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    {
      "claim": "IWM moved +0.6% in the latest session, +0.1% relative to benchmark, with volume at 0.1x its 20-day average.",
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      "timestamp": "2026-08-04T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-08-04"
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    {
      "claim": "DIA moved +1.2% in the latest session, +0.7% relative to benchmark, with volume at 0.3x its 20-day average.",
      "confidence": 0.98,
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      "timestamp": "2026-08-04T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-08-04"
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    {
      "claim": "TLT moved +0.6% in the latest session, -0.0% relative to benchmark, with volume at 0.1x its 20-day average.",
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      "timestamp": "2026-08-04T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-08-04"
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      "source_id": "E0007",
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      "timestamp": "2026-08-04T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-08-04"
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    {
      "claim": "GLD moved +0.9% in the latest session, +0.3% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
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      "claim": "AstraZeneca (LSE:AZN) Is In Merger Talks With Bristol Myers For $400 Billion",
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      "claim": "Bernstein Adjusts Quanta Services Price Target to $748 From $725, Maintains Market Perform Rating",
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      "claim": "What Makes CRH Plc (CRH) a Vertically Integrated Compounder?",
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      "claim": "Will Ross Stores (ROST) Beat Estimates Again in Its Next Earnings Report?",
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      "claim": "Zacks Industry Outlook The TJX, Ross Stores, Target  and Dollar Tree",
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      "claim": "Jefferies Downgrades Cigna Group to Hold From Buy, Adjusts Price Target to $307 From $336",
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      "claim": "NOK Stock In Focus: ‘Multiple Catalysts' Have Retail Traders Eyeing A Return To $15",
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      "claim": "Biocon Announces U.S. Commercial Launch of Yesafili™, a Biosimilar to Regeneron’s Eylea® 2 mg",
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      "claim": "Phillips 66 (PSX) Q2 Earnings Preview: What You Should Know Beyond the Headline Estimates",
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      "claim": "Is Lumentum Holdings (LITE) Reasonable, Or Are Expectations Too Rich?",
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      "claim": "Got $10,000? Here's How I'd Split It Across These 5 Energy Stocks.",
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      "claim": "Down 38% From Its High, Is Bloom Energy Stock a Buy?",
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      "claim": "Mizuho Says Bloom Energy Stock Is a ‘Buy.’ Here’s Why, and Whether You Should Snap Up BE Here.",
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      "claim": "Sector Update: Energy Stocks Decline Pre-Bell Tuesday",
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      "claim": "Robinhood Launches Second Venture Fund with Target of Up to $200 Million IPO",
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      "claim": "Analyst Report: Colgate-Palmolive Company",
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      "claim": "UBS Adjusts Price Target on Colgate-Palmolive to $109 From $106, Maintains Buy Rating",
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      "ticker": "CL",
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      "claim": "RBC Capital Adjusts Colgate-Palmolive PT to $104 From $102, Maintains Outperform Rating",
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      "ticker": "CL",
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      "claim": "Colgate-Palmolive Organic Sales Growth to Return to 3%-4% in H2 2026 and 2027, Morgan Stanley Says",
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        "headline": "Colgate-Palmolive Organic Sales Growth to Return to 3%-4% in H2 2026 and 2027, Morgan Stanley Says"
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      "ticker": "CL",
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    {
      "claim": "Comfort Systems USA (FIX) Stock Could Be 34% Undervalued On Cash Flow",
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        "headline": "Comfort Systems USA (FIX) Stock Could Be 34% Undervalued On Cash Flow"
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      "ticker": "FIX",
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      "claim": "TC Energy Q2 Earnings Call Highlights",
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        "headline": "TC Energy Q2 Earnings Call Highlights"
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      "ticker": "TRP",
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    {
      "claim": "Ahead of Warner Bros. Discovery (WBD) Q2 Earnings: Get Ready With Wall Street Estimates for Key Metrics",
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        "headline": "Ahead of Warner Bros. Discovery (WBD) Q2 Earnings: Get Ready With Wall Street Estimates for Key Metrics"
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    {
      "claim": "With Paramount's Acquisition of Warner Bros. on Hold and Netflix Down 38%, Is Netflix Stock Finally a Buy?",
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        "headline": "With Paramount's Acquisition of Warner Bros. on Hold and Netflix Down 38%, Is Netflix Stock Finally a Buy?"
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      "ticker": "WBD",
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      "timestamp": "2026-08-02T02:45:00+00:00",
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    {
      "claim": "Deutsche Bank Adjusts Air Products and Chemicals Price Target to $320 From $315, Maintains Hold Rating",
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        "headline": "Deutsche Bank Adjusts Air Products and Chemicals Price Target to $320 From $315, Maintains Hold Rating"
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      "ticker": "APD",
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      "timestamp": "2026-08-03T11:12:31+00:00",
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      "claim": "Morgan Stanley Adjusts PT on Air Products and Chemicals to $320 From $310, Keeps Equalweight Rating",
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      "claim": "Is Air Products And Chemicals (APD) Undervalued After Its Earnings Beat And Raised Outlook?",
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        "headline": "Is Air Products And Chemicals (APD) Undervalued After Its Earnings Beat And Raised Outlook?"
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      "claim": "Air Products (APD) Stock Looks Undervalued On Cash Flow But Overvalued On Sales",
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    {
      "claim": "Situational Awareness Lost 67%. CoreWeave (CRWV) and Sandisk (SNDK) Show How Leverage Turned an AI Bet Into a Fire Sale",
      "confidence": 0.78,
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        "headline": "Situational Awareness Lost 67%. CoreWeave (CRWV) and Sandisk (SNDK) Show How Leverage Turned an AI Bet Into a Fire Sale"
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      "ticker": "CRWV",
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      "claim": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: Apple, CoreWeave, eBay, Exxon Mobil, Intuit, Nebius Group, Palantir Technologies, SK hynix, and More",
      "confidence": 0.78,
      "publisher": "24/7 Wall St.",
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        "headline": "Here Are Tuesday’s Top Wall Street Analyst Research Calls: Apple, CoreWeave, eBay, Exxon Mobil, Intuit, Nebius Group, Palantir Technologies, SK hynix, and More"
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      "ticker": "CRWV",
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      "claim": "CoreWeave expands into Indonesia, announces first data center in Asia-Pacific",
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      "ticker": "CRWV",
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      "claim": "Piper Sandler names CoreWeave top pick in ’megawatt’ AI infrastructure race",
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      "ticker": "CRWV",
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      "timestamp": "2026-08-04T12:27:21+00:00",
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    {
      "claim": "Daiwa Securities Adjusts Fortinet Price Target to $165 From $115, Maintains Neutral Rating",
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        "headline": "Daiwa Securities Adjusts Fortinet Price Target to $165 From $115, Maintains Neutral Rating"
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      "source_id": "E0980",
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      "ticker": "FTNT",
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      "timestamp": "2026-08-04T11:44:48+00:00",
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    {
      "claim": "Fortinet (FTNT) Is Up 8.8% After Raising 2026 Revenue Guidance And Launching New AI-Focused Firewall - Has The Bull Case Changed?",
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        "headline": "Fortinet (FTNT) Is Up 8.8% After Raising 2026 Revenue Guidance And Launching New AI-Focused Firewall - Has The Bull Case Changed?"
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      "ticker": "FTNT",
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      "timestamp": "2026-08-04T09:12:20+00:00",
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      "claim": "Unlocking Fortinet (FTNT) International Revenues: Trends, Surprises, and Prospects",
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        "headline": "Unlocking Fortinet (FTNT) International Revenues: Trends, Surprises, and Prospects"
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      "ticker": "FTNT",
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    {
      "claim": "Barrick Mining (B) Earnings Expected to Grow: Should You Buy?",
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        "catalyst_bucket": "earnings",
        "headline": "Barrick Mining (B) Earnings Expected to Grow: Should You Buy?"
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      "ticker": "B",
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      "timestamp": "2026-08-03T14:00:02+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/barrick-mining-b-earnings-expected-140002343.html"
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    {
      "claim": "GreenLight Metals Executes Long-Form Documentation with Barrick for Staged Earn-In Joint Venture at Kalium Canyon Project in Nevada's Walker Lane",
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      "publisher": "TMX Newsfile",
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        "headline": "GreenLight Metals Executes Long-Form Documentation with Barrick for Staged Earn-In Joint Venture at Kalium Canyon Project in Nevada's Walker Lane"
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      "source_id": "E0984",
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      "ticker": "B",
      "tier": 2,
      "timestamp": "2026-08-04T11:30:00+00:00",
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      "claim": "Barrick Mining (B) Is Preparing a Major Gold Asset Spin-Off. What Investors Should Know",
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        "catalyst_bucket": "technical_only",
        "headline": "Barrick Mining (B) Is Preparing a Major Gold Asset Spin-Off. What Investors Should Know"
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      "source_type": "news",
      "ticker": "B",
      "tier": 2,
      "timestamp": "2026-08-03T15:07:46+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/commodities/articles/barrick-mining-b-preparing-major-150746682.html"
    },
    {
      "claim": "Nike’s ‘Win Now’ China Reset May Cost $1B In Sales By 2028, Analyst Warns",
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        "catalyst_bucket": "geopolitics",
        "headline": "Nike’s ‘Win Now’ China Reset May Cost $1B In Sales By 2028, Analyst Warns"
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      "source_id": "E0986",
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      "ticker": "NKE",
      "tier": 2,
      "timestamp": "2026-08-04T12:46:21+00:00",
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    {
      "claim": "Why Nike’s ‘Win Now’ Strategy Just Won the Stock a Downgrade to Sell",
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      "source_id": "E0987",
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      "ticker": "NKE",
      "tier": 2,
      "timestamp": "2026-08-04T12:46:00+00:00",
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      "claim": "JPMorgan cuts Nike to Underweight, sees EPS well below consensus",
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        "catalyst_bucket": "earnings",
        "headline": "JPMorgan cuts Nike to Underweight, sees EPS well below consensus"
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      "ticker": "NKE",
      "tier": 2,
      "timestamp": "2026-08-04T12:17:08+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/jpmorgan-cuts-nike-underweight-sees-121708338.html"
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      "claim": "Astera Labs vs. Arista Networks: Which Tech Stock Is a Better Buy in 2026?",
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      "claim": "Stifel Adjusts Price Target on Martin Marietta Materials to $634 From $712, Maintains Buy Rating",
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      "claim": "RBC Capital Lowers Price Target on Martin Marietta Materials to $610 From $615, Maintains Sector Perform Rating",
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      "claim": "Are Wall Street Analysts Predicting Live Nation Entertainment Stock Will Climb or Sink?",
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        "headline": "Are Wall Street Analysts Predicting Live Nation Entertainment Stock Will Climb or Sink?"
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      "claim": "Should Live Nation’s Record Q2 Attendance and Raised Outlook Require Action From Live Nation (LYV) Investors?",
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        "headline": "Should Live Nation’s Record Q2 Attendance and Raised Outlook Require Action From Live Nation (LYV) Investors?"
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      "claim": "Is Viking’s Expanding Longship Fleet Quietly Redefining Its Investment Case (VIK)?",
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      "claim": "Exploring Analyst Estimates for SYMBOTIC INC (SYM) Q3 Earnings, Beyond Revenue and EPS",
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      "claim": "Serve Robotics Surges 13%, Ouster Climbs 6%, Symbotic Gains 4% as Robotics Stocks Rally",
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    {
      "claim": "Credo to Showcase AI Memory and Storage Connectivity Solutions at FMS 2026",
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      "claim": "Credo Technology's Co-Founder and CTO Sold Nearly 30,000 Shares Worth $6.1 Million. What Does That Mean for Investors?",
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      "claim": "Is Carnival (CCL) Below Fair Value Even After A 64% Run?",
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        "headline": "Is Carnival (CCL) Below Fair Value Even After A 64% Run?"
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      "claim": "Jabil (JBL) Could Be 29% Undervalued Ahead Of Earnings",
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      "claim": "FLEX Q2 Deep Dive: AI Infrastructure and Spin-Off Strategy Drive Revenue Growth, Market Reacts Cautiously",
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      "claim": "Is Halliburton (HAL) Undervalued After Its Q2 2026 Earnings Beat And Buybacks?",
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      "claim": "SOFI Stock Got Hit With Price-Target Cuts After Q2 Earnings, But One Contrarian Says Market Is Missing Bigger Story",
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      "claim": "SoFi Just Reported Earnings. Is the Stock a Buy Now?",
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      "claim": "Waters Exceeds Second-Quarter Forecasts as Broad-Based Growth Continues",
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    {
      "claim": "Tyson Foods Q3 Earnings & Revenues Miss Estimates, Volumes Fall Y/Y",
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      "claim": "DuPont de Nemours Q2 Adjusted Earnings, Revenue Rise; 2026 Guidance Updated",
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      "claim": "DuPont Reports Higher Profit as Sales Rise",
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    {
      "claim": "Is C.H. Robinson (CHRW) Turning ESOP Share Issuance Into an Edge in AI-Driven Logistics?",
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        "headline": "Is C.H. Robinson (CHRW) Turning ESOP Share Issuance Into an Edge in AI-Driven Logistics?"
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    {
      "claim": "CF to Report Q2 Earnings: What's in the Cards for the Stock?",
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        "headline": "CF to Report Q2 Earnings: What's in the Cards for the Stock?"
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    {
      "claim": "TELUS Downgraded to Sector Perform at RBC",
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      "claim": "TELUS Q2 Earnings Fall Y/Y on Digital Weakness, Outlook Cut",
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      "claim": "TELUS (TSX:T) Resets Dividend And Guidance With Valuation Still In Debate",
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      "claim": "TELUS Q2 Earnings Call Highlights",
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    {
      "claim": "Mizuho Adjusts Price Target on Incyte to $137 From $121",
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        "headline": "Mizuho Adjusts Price Target on Incyte to $137 From $121"
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      "source_id": "E1436",
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    {
      "claim": "Leerink Partners Adjusts Price Target on Incyte to $155 From $131, Maintains Outperform Rating",
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        "headline": "Leerink Partners Adjusts Price Target on Incyte to $155 From $131, Maintains Outperform Rating"
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      "ticker": "INCY",
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    {
      "claim": "Incyte (INCY) Won EU Approval For Opzelura, Has The Market Already Priced It In?",
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        "headline": "Incyte (INCY) Won EU Approval For Opzelura, Has The Market Already Priced It In?"
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      "ticker": "INCY",
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      "claim": "Incyte (INCY) Stock Trades Reasonable On Earnings While Returns Look Strong",
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      "claim": "MKS Inc. Declares Quarterly Cash Dividend",
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      "claim": "MKSI Gears Up to Report Q2 Earnings: What's in Store for the Stock?",
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      "claim": "MKS (MKSI) Could Be 27% Undervalued As AI Board Demand Lifts Interest",
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      "claim": "MKS (MKSI) Stock Looks Pricey With Fair Value Already Passed",
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      "ticker": "MKSI",
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    {
      "claim": "5 Insightful Analyst Questions From Amkor’s Q2 Earnings Call",
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        "headline": "5 Insightful Analyst Questions From Amkor’s Q2 Earnings Call"
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      "ticker": "AMKR",
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    {
      "claim": "Reliance Insider Sold Shares Worth $902,242, According to a Recent SEC Filing",
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      "ticker": "RS",
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      "claim": "Hyatt (H) Q2 2026 Earnings Call Transcript",
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      "claim": "Hyatt Invites Diners to Savour Everyday Dining Moments Made With Love and Served With Rewards",
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      "claim": "UBS Adjusts Axis Capital Price Target to $126 From $131, Maintains Buy Rating",
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      "claim": "Equiniti and Bullish Support Elemental Royalty Dividend Distribution Offering Eligible Shareholders a Tether Gold (XAU₮) Payment Option",
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      "claim": "Why Lear (LEA) International Revenue Trends Deserve Your Attention",
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      "claim": "Eagle Materials Declares Quarterly Dividend",
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      "claim": "Dolby Laboratories (DLB) Is Up 18.0% After Raising Buybacks And Guidance – Has The Bull Case Changed?",
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      "claim": "Is Dolby Stock Worth Buying as Growth Meets Near-Term Execution Risks?",
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      "claim": "MTG Q2 Deep Dive: Lower Revenue and Margin Compression Amid Stable Credit Conditions",
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    {
      "claim": "Avantor (AVTR) Is Up 20.5% After Raising 2026 Guidance On Stronger VWR Organic Growth – Has The Bull Case Changed?",
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    {
      "claim": "Are Medical Stocks Lagging  Avantor (AVTR) This Year?",
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    {
      "claim": "ONE Gas (OGS) Stock Looks Slightly Overvalued At Today’s Price",
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      "claim": "Solaris Energy Infrastructure Shares Rise After Wells Fargo Upgrade",
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      "claim": "Wells Fargo Upgrades Solaris Energy Infrastructure to Overweight From Equalweight, Adjusts Price Target to $73 From $82",
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      "claim": "PBF Energy (PBF) Q2 2026 Earnings Call Transcript",
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      "claim": "PBF Energy (PBF) Beats On Margins And Throughput, Is The Stock Fully Priced?",
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      "claim": "3 Reasons Why Growth Investors Shouldn't Overlook PBF Energy (PBF)",
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      "claim": "Did Strong Q2 Earnings and Rising Environmental Credits Just Shift CNX Resources' (CNX) Investment Narrative?",
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      "claim": "Home BancShares, Inc. and Centennial Bank Mourn the Passing of Tracy French",
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      "claim": "Why Elastic (ESTC) Is Up 12.1% After Deepening Its Role in OpenAI Enterprise AI",
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      "claim": "Perini Management Services, Inc. Awarded $69.5 Million Water and Wastewater Treatment Systems Rehabilitation Project",
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    {
      "claim": "PLTR fundamentals snapshot: PE 99.84; market cap/assets $301.20B; revenue scale $6.16B; revenue QoQ 18.55%; revenue YoY 78.92%; gross margin 84.66%; net margin 54.86%; ROIC 22.56%; engine score health 80.67 / valuation 16.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Palantir Technologies Inc. builds and deploys software platforms for the intelligence community to assist in counterterrorism investigations and operations in the United States, the United Kingdom, and internationally. It provides Palantir Gotham integrates with other platforms...",
        "gross_margin": "84.66%",
        "health_score": "80.67",
        "market_cap": "$301.20B",
        "name": "Palantir Technologies Inc.",
        "net_margin": "54.86%",
        "pe_ratio": "99.84",
        "revenue_growth_qoq": "18.55%",
        "revenue_growth_yoy": "78.92%",
        "revenue_scale": "$6.16B",
        "roic": "22.56%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/",
        "ticker": "PLTR",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "source_id": "E1871",
      "source_type": "fundamentals",
      "ticker": "PLTR",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pltr/"
    },
    {
      "claim": "W fundamentals snapshot: PE n/a; market cap/assets $8.32B; revenue scale $12.66B; revenue QoQ n/a; revenue YoY n/a; gross margin 29.95%; net margin -0.03%; ROIC -6.82%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Wayfair Inc. engages in the e-commerce business in the United States and internationally. It provides online selections of furniture, décor, housewares, and home improvement products through its sites comprising Wayfair, Joss & Main, AllModern, Birch Lane, Perigold, and Wayfair...",
        "gross_margin": "29.95%",
        "health_score": null,
        "market_cap": "$8.32B",
        "name": "Wayfair Inc.",
        "net_margin": "-0.03%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$12.66B",
        "roic": "-6.82%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/w/",
        "ticker": "W",
        "timestamp": "2026-08-04T13:41:16.655811+00:00",
        "valuation_score": null
      },
      "source_id": "E1872",
      "source_type": "fundamentals",
      "ticker": "W",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:16.655811+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/w/"
    },
    {
      "claim": "SNAP fundamentals snapshot: PE n/a; market cap/assets $10.29B; revenue scale $6.35B; revenue QoQ n/a; revenue YoY n/a; gross margin 58.23%; net margin -10.25%; ROIC -4.98%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Snap Inc. operates as a technology company in North America, Europe, and internationally. The company offers Snapchat, a visual messaging application with various tabs, such as camera, visual messaging, snap map, stories, and spotlight that enable people to communicate visually...",
        "gross_margin": "58.23%",
        "health_score": null,
        "market_cap": "$10.29B",
        "name": "Snap Inc.",
        "net_margin": "-10.25%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$6.35B",
        "roic": "-4.98%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/snap/",
        "ticker": "SNAP",
        "timestamp": "2026-08-04T13:41:16.633664+00:00",
        "valuation_score": null
      },
      "source_id": "E1873",
      "source_type": "fundamentals",
      "ticker": "SNAP",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:16.633664+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/snap/"
    },
    {
      "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $493.30B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 30.89 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "health_score": "30.89",
        "market_cap": "$493.30B",
        "name": "Intel Corporation",
        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1874",
      "source_type": "fundamentals",
      "ticker": "INTC",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/"
    },
    {
      "claim": "CAT fundamentals snapshot: PE 40.59; market cap/assets $382.31B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 48.96 / valuation 16.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "48.96",
        "market_cap": "$382.31B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "40.59",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "source_id": "E1875",
      "source_type": "fundamentals",
      "ticker": "CAT",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/"
    },
    {
      "claim": "AMD fundamentals snapshot: PE 161.61; market cap/assets $835.93B; revenue scale $37.45B; revenue QoQ -0.17%; revenue YoY 34.97%; gross margin 52.82%; net margin 13.49%; ROIC 5.48%; engine score health 60.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Advanced Micro Devices, Inc. operates as a semiconductor company internationally. It operates in three segments: Data Center, Client and Gaming, and Embedded. The company offers artificial intelligence (AI) accelerators, microprocessors, and graphics processing units (GPUs) as s...",
        "gross_margin": "52.82%",
        "health_score": "60.00",
        "market_cap": "$835.93B",
        "name": "Advanced Micro Devices, Inc.",
        "net_margin": "13.49%",
        "pe_ratio": "161.61",
        "revenue_growth_qoq": "-0.17%",
        "revenue_growth_yoy": "34.97%",
        "revenue_scale": "$37.45B",
        "roic": "5.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/",
        "ticker": "AMD",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1876",
      "source_type": "fundamentals",
      "ticker": "AMD",
      "tier": 2,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amd/"
    },
    {
      "claim": "COHR fundamentals snapshot: PE 120.19; market cap/assets $56.37B; revenue scale $6.60B; revenue QoQ 7.09%; revenue YoY 18.00%; gross margin 37.66%; net margin 10.59%; ROIC 3.93%; engine score health 45.89 / valuation 12.50.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Coherent Corp. develops, manufactures, and markets engineered materials, optoelectronic components and devices, and laser systems for the use in the industrial, communications, electronics, and instrumentation markets worldwide. It operates through three segments: Networking, Ma...",
        "gross_margin": "37.66%",
        "health_score": "45.89",
        "market_cap": "$56.37B",
        "name": "Coherent, Inc.",
        "net_margin": "10.59%",
        "pe_ratio": "120.19",
        "revenue_growth_qoq": "7.09%",
        "revenue_growth_yoy": "18.00%",
        "revenue_scale": "$6.60B",
        "roic": "3.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cohr/",
        "ticker": "COHR",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "12.50"
      },
      "source_id": "E1877",
      "source_type": "fundamentals",
      "ticker": "COHR",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cohr/"
    },
    {
      "claim": "FIS fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $11.66B; revenue QoQ 17.18%; revenue YoY 14.40%; gross margin 33.63%; net margin 71.81%; ROIC 4.80%; engine score health 45.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "33.63%",
        "health_score": "45.00",
        "market_cap": null,
        "name": "Fidelity National Information Services, Inc.",
        "net_margin": "71.81%",
        "pe_ratio": null,
        "revenue_growth_qoq": "17.18%",
        "revenue_growth_yoy": "14.40%",
        "revenue_scale": "$11.66B",
        "roic": "4.80%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "FIS",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1878",
      "source_type": "fundamentals",
      "ticker": "FIS",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "ZBRA fundamentals snapshot: PE 33.23; market cap/assets $13.89B; revenue scale $5.58B; revenue QoQ 1.36%; revenue YoY 9.17%; gross margin 49.63%; net margin 9.03%; ROIC 9.64%; engine score health 44.00 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Zebra Technologies Corporation, together with its subsidiaries, operates in the automatic identification and data capture solutions industry worldwide. It operates in two segments, Connected Frontline, and Asset Visibility and Automation. The company designs, manufactures, and s...",
        "gross_margin": "49.63%",
        "health_score": "44.00",
        "market_cap": "$13.89B",
        "name": "Zebra Technologies Corporation",
        "net_margin": "9.03%",
        "pe_ratio": "33.23",
        "revenue_growth_qoq": "1.36%",
        "revenue_growth_yoy": "9.17%",
        "revenue_scale": "$5.58B",
        "roic": "9.64%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/zbra/",
        "ticker": "ZBRA",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1879",
      "source_type": "fundamentals",
      "ticker": "ZBRA",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/zbra/"
    },
    {
      "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.94M; revenue QoQ n/a; revenue YoY n/a; gross margin 20.94%; net margin -1693.80%; ROIC -6.10%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "health_score": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$84.94M",
        "roic": "-6.10%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-08-04T13:41:20.577534+00:00",
        "valuation_score": null
      },
      "source_id": "E1880",
      "source_type": "fundamentals",
      "ticker": "ASTS",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:20.577534+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/"
    },
    {
      "claim": "STRL fundamentals snapshot: PE 37.49; market cap/assets $24.73B; revenue scale $3.44B; revenue QoQ n/a; revenue YoY n/a; gross margin 24.82%; net margin 14.44%; ROIC 14.69%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Sterling Infrastructure, Inc. engages in the provision of e-infrastructure, transportation, and building solutions in the United States. It operates through three segments: E-Infrastructure, Transportation, and Building Solutions. The E-Infrastructure Solutions segment provides...",
        "gross_margin": "24.82%",
        "health_score": null,
        "market_cap": "$24.73B",
        "name": "Sterling Infrastructure, Inc.",
        "net_margin": "14.44%",
        "pe_ratio": "37.49",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.44B",
        "roic": "14.69%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/strl/",
        "ticker": "STRL",
        "timestamp": "2026-08-04T13:41:20.817975+00:00",
        "valuation_score": null
      },
      "source_id": "E1881",
      "source_type": "fundamentals",
      "ticker": "STRL",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:20.817975+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/strl/"
    },
    {
      "claim": "TSEM fundamentals snapshot: PE 88.18; market cap/assets $25.20B; revenue scale $1.71B; revenue QoQ n/a; revenue YoY n/a; gross margin 29.95%; net margin 19.70%; ROIC 4.58%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Tower Semiconductor Ltd., an independent semiconductor foundry, provides technology, development, and process platforms for integrated circuits in the United States, Japan, rest of Asia, and Europe. The company provides customizable process technologies, including SiGe, SiPho, m...",
        "gross_margin": "29.95%",
        "health_score": null,
        "market_cap": "$25.20B",
        "name": "Tower Semiconductor Ltd.",
        "net_margin": "19.70%",
        "pe_ratio": "88.18",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.71B",
        "roic": "4.58%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsem/",
        "ticker": "TSEM",
        "timestamp": "2026-08-04T13:41:20.850776+00:00",
        "valuation_score": null
      },
      "source_id": "E1882",
      "source_type": "fundamentals",
      "ticker": "TSEM",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:20.850776+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsem/"
    },
    {
      "claim": "ARM fundamentals snapshot: PE 282.43; market cap/assets $255.32B; revenue scale $4.92B; revenue QoQ 19.97%; revenue YoY 22.79%; gross margin 93.09%; net margin 21.01%; ROIC 8.42%; engine score health 57.69 / valuation 7.69.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "93.09%",
        "health_score": "57.69",
        "market_cap": "$255.32B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "21.01%",
        "pe_ratio": "282.43",
        "revenue_growth_qoq": "19.97%",
        "revenue_growth_yoy": "22.79%",
        "revenue_scale": "$4.92B",
        "roic": "8.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "7.69"
      },
      "source_id": "E1883",
      "source_type": "fundamentals",
      "ticker": "ARM",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/"
    },
    {
      "claim": "ROK fundamentals snapshot: PE 49.19; market cap/assets $53.52B; revenue scale $8.80B; revenue QoQ 6.37%; revenue YoY 10.46%; gross margin 50.25%; net margin 15.63%; ROIC 14.93%; engine score health 62.42 / valuation 7.14.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rockwell Automation, Inc., together with its subsidiaries, provides industrial automation and digital transformation solutions in North America, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. It operates in three segments: Intelligent Devices, Software & C...",
        "gross_margin": "50.25%",
        "health_score": "62.42",
        "market_cap": "$53.52B",
        "name": "Rockwell Automation, Inc.",
        "net_margin": "15.63%",
        "pe_ratio": "49.19",
        "revenue_growth_qoq": "6.37%",
        "revenue_growth_yoy": "10.46%",
        "revenue_scale": "$8.80B",
        "roic": "14.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rok/",
        "ticker": "ROK",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "7.14"
      },
      "source_id": "E1884",
      "source_type": "fundamentals",
      "ticker": "ROK",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rok/"
    },
    {
      "claim": "AVGO fundamentals snapshot: PE 65.28; market cap/assets $1.95T; revenue scale $75.47B; revenue QoQ 14.89%; revenue YoY 32.29%; gross margin 67.24%; net margin 41.96%; ROIC 18.39%; engine score health 71.88 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Broadcom Inc. designs, develops, and supplies various semiconductor devices and infrastructure software solutions internationally. The company operates in two segments: Semiconductor Solutions and Infrastructure Software. The company offers networking connectivity, such as custo...",
        "gross_margin": "67.24%",
        "health_score": "71.88",
        "market_cap": "$1.95T",
        "name": "Broadcom Inc.",
        "net_margin": "41.96%",
        "pe_ratio": "65.28",
        "revenue_growth_qoq": "14.89%",
        "revenue_growth_yoy": "32.29%",
        "revenue_scale": "$75.47B",
        "roic": "18.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/",
        "ticker": "AVGO",
        "timestamp": "2026-06-26T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1885",
      "source_type": "fundamentals",
      "ticker": "AVGO",
      "tier": 2,
      "timestamp": "2026-06-26T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/avgo/"
    },
    {
      "claim": "APTV fundamentals snapshot: PE 33.95; market cap/assets $10.23B; revenue scale $20.66B; revenue QoQ -1.30%; revenue YoY -21.94%; gross margin 23.67%; net margin 3.76%; ROIC 2.61%; engine score health 32.78 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Aptiv PLC, an industrial technology company, provides hardware and software solutions to support automotive and other industries in North America, Europe, the Middle East, Africa, the Asia Pacific, and South America. It operates through three segments: Advanced Safety and User E...",
        "gross_margin": "23.67%",
        "health_score": "32.78",
        "market_cap": "$10.23B",
        "name": "Aptiv PLC",
        "net_margin": "3.76%",
        "pe_ratio": "33.95",
        "revenue_growth_qoq": "-1.30%",
        "revenue_growth_yoy": "-21.94%",
        "revenue_scale": "$20.66B",
        "roic": "2.61%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aptv/",
        "ticker": "APTV",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1886",
      "source_type": "fundamentals",
      "ticker": "APTV",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aptv/"
    },
    {
      "claim": "GWW fundamentals snapshot: PE 36.33; market cap/assets $64.74B; revenue scale $18.38B; revenue QoQ 7.16%; revenue YoY 6.61%; gross margin 39.98%; net margin 11.70%; ROIC 27.62%; engine score health 71.25 / valuation 25.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "W.W. Grainger, Inc., together with its subsidiaries, distributes maintenance, repair, and operating products and services primarily in North America, Japan, and the United Kingdom. The company operates through two segments, High-Touch Solutions North America and Endless Assortme...",
        "gross_margin": "39.98%",
        "health_score": "71.25",
        "market_cap": "$64.74B",
        "name": "W.W. Grainger, Inc.",
        "net_margin": "11.70%",
        "pe_ratio": "36.33",
        "revenue_growth_qoq": "7.16%",
        "revenue_growth_yoy": "6.61%",
        "revenue_scale": "$18.38B",
        "roic": "27.62%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gww/",
        "ticker": "GWW",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "25.00"
      },
      "source_id": "E1887",
      "source_type": "fundamentals",
      "ticker": "GWW",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gww/"
    },
    {
      "claim": "CRWV fundamentals snapshot: PE n/a; market cap/assets $67.23B; revenue scale $6.23B; revenue QoQ n/a; revenue YoY n/a; gross margin 65.54%; net margin -35.61%; ROIC -0.48%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CoreWeave, Inc. operates as a cloud infrastructure technology company in the United States. The company offers CoreWeave Cloud platform that comprises proprietary software and cloud services that deliver the automation and efficiency needed to manage complex artificial intellige...",
        "gross_margin": "65.54%",
        "health_score": null,
        "market_cap": "$67.23B",
        "name": "CoreWeave, Inc. Class A Common Stock",
        "net_margin": "-35.61%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$6.23B",
        "roic": "-0.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/",
        "ticker": "CRWV",
        "timestamp": "2026-08-04T13:41:23.841244+00:00",
        "valuation_score": null
      },
      "source_id": "E1888",
      "source_type": "fundamentals",
      "ticker": "CRWV",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:23.841244+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwv/"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 67.09; market cap/assets $169.52B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 46.47 / valuation 23.08.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "46.47",
        "market_cap": "$169.52B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "67.09",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "23.08"
      },
      "source_id": "E1889",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "SNDK fundamentals snapshot: PE 42.30; market cap/assets $190.63B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%; engine score health 73.75 / valuation 50.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the United States, Europe, the Middle East, Africa, Asia, and internationally. The company offers solid state drives for desktop and notebook PCs, gaming conso...",
        "gross_margin": "78.35%",
        "health_score": "73.75",
        "market_cap": "$190.63B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "42.30",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "source_id": "E1890",
      "source_type": "fundamentals",
      "ticker": "SNDK",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/"
    },
    {
      "claim": "JBTM fundamentals snapshot: PE 41.47; market cap/assets $6.83B; revenue scale $3.88B; revenue QoQ n/a; revenue YoY n/a; gross margin 36.60%; net margin 2.85%; ROIC 0.60%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "JBT Marel Corporation provides technology solutions to food and beverage industry in the United States, Canada, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. The company operates through Protein Solutions and Prepared Food and Beverage Solutions. It offer...",
        "gross_margin": "36.60%",
        "health_score": null,
        "market_cap": "$6.83B",
        "name": "JBT Marel Corporation",
        "net_margin": "2.85%",
        "pe_ratio": "41.47",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$3.88B",
        "roic": "0.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/jbtm/",
        "ticker": "JBTM",
        "timestamp": "2026-08-04T13:41:25.517158+00:00",
        "valuation_score": null
      },
      "source_id": "E1891",
      "source_type": "fundamentals",
      "ticker": "JBTM",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:25.517158+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/jbtm/"
    },
    {
      "claim": "BR fundamentals snapshot: PE 16.54; market cap/assets $18.20B; revenue scale $7.32B; revenue QoQ 13.99%; revenue YoY 8.19%; gross margin 32.09%; net margin 14.14%; ROIC 14.30%; engine score health 63.81 / valuation 42.86.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Broadridge Financial Solutions, Inc. provides investor communications and technology-driven solutions for the financial services industry in the United States and internationally. The company’s Investor Communication Solutions segment handles the proxy materials distribution and...",
        "gross_margin": "32.09%",
        "health_score": "63.81",
        "market_cap": "$18.20B",
        "name": "Broadridge Financial Solutions, Inc.",
        "net_margin": "14.14%",
        "pe_ratio": "16.54",
        "revenue_growth_qoq": "13.99%",
        "revenue_growth_yoy": "8.19%",
        "revenue_scale": "$7.32B",
        "roic": "14.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/br/",
        "ticker": "BR",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "42.86"
      },
      "source_id": "E1892",
      "source_type": "fundamentals",
      "ticker": "BR",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/br/"
    },
    {
      "claim": "NBIS fundamentals snapshot: PE 70.35; market cap/assets $57.43B; revenue scale $877.90M; revenue QoQ n/a; revenue YoY n/a; gross margin 73.98%; net margin 155.69%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": "73.98%",
        "health_score": null,
        "market_cap": "$57.43B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "70.35",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-08-04T13:41:27.144754+00:00",
        "valuation_score": null
      },
      "source_id": "E1893",
      "source_type": "fundamentals",
      "ticker": "NBIS",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:27.144754+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/"
    },
    {
      "claim": "IDXX fundamentals snapshot: PE 41.08; market cap/assets $45.00B; revenue scale $4.45B; revenue QoQ 4.61%; revenue YoY 13.08%; gross margin 63.35%; net margin 24.41%; ROIC 41.53%; engine score health 89.00 / valuation 30.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "IDEXX Laboratories, Inc. develops, manufactures, and distributes products for the companion animal veterinary, livestock and poultry, dairy, and water testing industries in the United States and internationally. It operates through three segments: Companion Animal Group; Water Q...",
        "gross_margin": "63.35%",
        "health_score": "89.00",
        "market_cap": "$45.00B",
        "name": "IDEXX Laboratories, Inc.",
        "net_margin": "24.41%",
        "pe_ratio": "41.08",
        "revenue_growth_qoq": "4.61%",
        "revenue_growth_yoy": "13.08%",
        "revenue_scale": "$4.45B",
        "roic": "41.53%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/idxx/",
        "ticker": "IDXX",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "30.00"
      },
      "source_id": "E1894",
      "source_type": "fundamentals",
      "ticker": "IDXX",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/idxx/"
    },
    {
      "claim": "OKE fundamentals snapshot: PE 15.74; market cap/assets $55.59B; revenue scale $35.20B; revenue QoQ 6.10%; revenue YoY 41.04%; gross margin 26.67%; net margin 8.05%; ROIC 10.46%; engine score health 50.00 / valuation 50.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ONEOK, Inc. operates as a midstream service provider of gathering, processing, fractionation, transportation, storage, and marine export services in the United States. It operates in four segments: Natural Gas Gathering and Processing; Natural Gas Liquids; Natural Gas Pipelines;...",
        "gross_margin": "26.67%",
        "health_score": "50.00",
        "market_cap": "$55.59B",
        "name": "ONEOK, Inc.",
        "net_margin": "8.05%",
        "pe_ratio": "15.74",
        "revenue_growth_qoq": "6.10%",
        "revenue_growth_yoy": "41.04%",
        "revenue_scale": "$35.20B",
        "roic": "10.46%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oke/",
        "ticker": "OKE",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "source_id": "E1895",
      "source_type": "fundamentals",
      "ticker": "OKE",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/oke/"
    },
    {
      "claim": "IT fundamentals snapshot: PE 13.70; market cap/assets $10.15B; revenue scale $6.47B; revenue QoQ -13.78%; revenue YoY 2.30%; gross margin 71.59%; net margin 14.71%; ROIC 13.90%; engine score health 58.06 / valuation 97.22.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Gartner, Inc. provides business and technology insights to support decision-making and performance on an organization’s mission-critical priorities in the United States, Canada, Europe, the Middle East, Africa, and internationally. It operates through three segments: Insights, C...",
        "gross_margin": "71.59%",
        "health_score": "58.06",
        "market_cap": "$10.15B",
        "name": "Gartner, Inc.",
        "net_margin": "14.71%",
        "pe_ratio": "13.70",
        "revenue_growth_qoq": "-13.78%",
        "revenue_growth_yoy": "2.30%",
        "revenue_scale": "$6.47B",
        "roic": "13.90%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/it/",
        "ticker": "IT",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "97.22"
      },
      "source_id": "E1896",
      "source_type": "fundamentals",
      "ticker": "IT",
      "tier": 2,
      "timestamp": "2026-08-03T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/it/"
    },
    {
      "claim": "HSIC fundamentals snapshot: PE 25.06; market cap/assets $9.90B; revenue scale $13.38B; revenue QoQ -2.01%; revenue YoY 5.64%; gross margin 31.77%; net margin 3.18%; ROIC 6.63%; engine score health 45.00 / valuation 38.46.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Henry Schein, Inc. provides health care products and services to office-based dental and medical practitioners worldwide. It operates through Global Distribution and Value-Added Services; Global Specialty Products; and Global Technology segments. The Global Distribution and Valu...",
        "gross_margin": "31.77%",
        "health_score": "45.00",
        "market_cap": "$9.90B",
        "name": "Henry Schein, Inc.",
        "net_margin": "3.18%",
        "pe_ratio": "25.06",
        "revenue_growth_qoq": "-2.01%",
        "revenue_growth_yoy": "5.64%",
        "revenue_scale": "$13.38B",
        "roic": "6.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/hsic/",
        "ticker": "HSIC",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "38.46"
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    },
    {
      "claim": "LDOS fundamentals snapshot: PE 10.51; market cap/assets $14.93B; revenue scale $17.33B; revenue QoQ 4.59%; revenue YoY 2.34%; gross margin 17.30%; net margin 7.45%; ROIC 13.55%; engine score health 62.14 / valuation 71.43.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Leidos Holdings, Inc., together with its subsidiaries, provides services and solutions for government and commercial customers in the United States and internationally. The National Security & Digital segment provides national security software; services by using artificial inte...",
        "gross_margin": "17.30%",
        "health_score": "62.14",
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        "pe_ratio": "10.51",
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        "ticker": "LDOS",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "71.43"
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      "source_id": "E1898",
      "source_type": "fundamentals",
      "ticker": "LDOS",
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    },
    {
      "claim": "CMI fundamentals snapshot: PE 33.50; market cap/assets $89.53B; revenue scale $33.89B; revenue QoQ -1.62%; revenue YoY 0.06%; gross margin 26.71%; net margin 7.79%; ROIC 11.06%; engine score health 62.86 / valuation 57.14.",
      "confidence": 0.5,
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      "raw_value": {
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        "gross_margin": "26.71%",
        "health_score": "62.86",
        "market_cap": "$89.53B",
        "name": "Cummins Inc.",
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        "ticker": "CMI",
        "timestamp": "2026-08-03T00:00:00+00:00",
        "valuation_score": "57.14"
      },
      "source_id": "E1899",
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    },
    {
      "claim": "IONQ fundamentals snapshot: PE 44.42; market cap/assets $17.60B; revenue scale $187.12M; revenue QoQ n/a; revenue YoY n/a; gross margin 23.84%; net margin 1244.22%; ROIC n/a.",
      "confidence": 0.5,
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        "business_summary": "IonQ, Inc. develops quantum computing systems in the United States, Switzerland, and Internationally. It sells access to quantum computers of various qubit capacities. The company also makes access to its quantum computers through cloud platforms, such as Amazon Web Services (AW...",
        "gross_margin": "23.84%",
        "health_score": null,
        "market_cap": "$17.60B",
        "name": "IonQ, Inc.",
        "net_margin": "1244.22%",
        "pe_ratio": "44.42",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$187.12M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260803-223632-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ionq/",
        "ticker": "IONQ",
        "timestamp": "2026-08-04T13:41:30.264397+00:00",
        "valuation_score": null
      },
      "source_id": "E1900",
      "source_type": "fundamentals",
      "ticker": "IONQ",
      "tier": 2,
      "timestamp": "2026-08-04T13:41:30.264397+00:00",
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    }
  ],
  "generated_at": "2026-08-04T13:41:37.492722+00:00",
  "market_regime": "Risk-on tape with credit support; favor fresh catalysts over extended momentum.",
  "metadata": {
    "activation_score_weights": {
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    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
    "attention_grade_policy": "ranked_activation_score",
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    "quote_refresh_seconds": 600,
    "quotes_provider": "YahooRealtimeQuoteProvider",
    "universe": "eligible_5b",
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}