{
  "tool_id": "art-763-ai-displacement-risk-screener",
  "note": "18 vectors. 4 live vectors (V1..V4) reproduce the Apex #104 page's own worked examples (APEXPORT-104 VECTORS.md section A); BND-* / B-* carry the 14 boundary fixtures (VECTORS.md section B) at and just past every comparator (tier cutoffs 30/55/75, similarity gate 60, dScore exclusion at equality, probability cap 0.99, education bonuses, custom-occupation floor). All output_payload values are the committed kernel compute() outputs; golden_hash is executionHash(policy_parameters, output_payload) per _hash.mjs (OCG JCS-SHA-256). Ported from Apex #104 page fetched 2026-10-13, sha256 68D2AA10A6B93A7E31C8E10FDDCACEFDBD661EF330951A6BF1FC25572F891D18 (APEXPORT-104 payload, GRADES PASS-PENDING-XV 2026-10-18, Builder-verifies-at-land 18/18). Frey-Osborne 2013-vintage probabilities and BLS-OES-labeled salary cells ride in-kernel flagged UNGROUNDED (payload DIFFERS.md D1-D4, CITES.md U1-U4). human_sign_off: PENDING.",
  "vectors": [
    {
      "name": "V1-software-developer",
      "policy_parameters": {
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        "rc": 15,
        "rm": 4,
        "nra": 60,
        "nri": 16,
        "nrm": 5,
        "sector_exp": 0.45,
        "ed_level": "bachelor",
        "years_role": 5
      },
      "output_payload": {
        "score": 18,
        "adj_score": 11,
        "tier": "Low",
        "prob": 0.04,
        "routine_frac": 0.19,
        "sector_exp": 0.45,
        "automation_pct": 4,
        "routine_pct": 19,
        "sector_pct": 45,
        "title": "Software Developer",
        "soc": "15-1132",
        "median_salary_usd": 132270,
        "alts": [
          {
            "soc": "15-1211",
            "title": "Computer/IS Research Scientist",
            "score": 16,
            "sim": 98,
            "salary_delta_vs_selected_usd": 4350
          },
          {
            "soc": "29-1215",
            "title": "Hospitalist / Physician",
            "score": 15,
            "sim": 93,
            "salary_delta_vs_selected_usd": 97030
          },
          {
            "soc": "29-1151",
            "title": "Oral & Maxillofacial Surgeon",
            "score": 16,
            "sim": 92,
            "salary_delta_vs_selected_usd": 104750
          }
        ]
      },
      "golden_hash": "e8535a85d4252e72e94308517ee3164d1bacfa18ba17e0c9d4568fb541071fc5"
    },
    {
      "name": "V2-cashier",
      "policy_parameters": {
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        "rm": 30,
        "nra": 5,
        "nri": 25,
        "nrm": 10,
        "sector_exp": 0.58,
        "ed_level": "bachelor",
        "years_role": 5
      },
      "output_payload": {
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        "adj_score": 67,
        "tier": "High",
        "prob": 0.97,
        "routine_frac": 0.6,
        "sector_exp": 0.58,
        "automation_pct": 97,
        "routine_pct": 60,
        "sector_pct": 58,
        "title": "Cashier",
        "soc": "41-2011",
        "median_salary_usd": 31670,
        "alts": [
          {
            "soc": "35-3031",
            "title": "Waiter / Waitress",
            "score": 61,
            "sim": 94,
            "salary_delta_vs_selected_usd": -300
          },
          {
            "soc": "41-2031",
            "title": "Retail Salesperson",
            "score": 64,
            "sim": 94,
            "salary_delta_vs_selected_usd": 4490
          },
          {
            "soc": "41-4012",
            "title": "Sales Rep, Non-Technical",
            "score": 64,
            "sim": 94,
            "salary_delta_vs_selected_usd": 31220
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        ]
      },
      "golden_hash": "2e28d87f36827049b1ddcba6ad346156861e85f6119415be503a11a0a5bca0bf"
    },
    {
      "name": "V3-accountant",
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        "nra": 25,
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        "nrm": 3,
        "sector_exp": 0.65,
        "ed_level": "master",
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      },
      "output_payload": {
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        "adj_score": 63,
        "tier": "High",
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        "automation_pct": 94,
        "routine_pct": 60,
        "sector_pct": 65,
        "title": "Accountant / Auditor",
        "soc": "13-2011",
        "median_salary_usd": 79880,
        "alts": [
          {
            "soc": "41-4012",
            "title": "Sales Rep, Non-Technical",
            "score": 65,
            "sim": 92,
            "salary_delta_vs_selected_usd": -16990
          },
          {
            "soc": "41-2031",
            "title": "Retail Salesperson",
            "score": 66,
            "sim": 89,
            "salary_delta_vs_selected_usd": -43720
          },
          {
            "soc": "35-3031",
            "title": "Waiter / Waitress",
            "score": 63,
            "sim": 87,
            "salary_delta_vs_selected_usd": -48510
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        ]
      },
      "golden_hash": "0663a8865f11a20087fb2e0444e9aa1814e048c74eb15a8bb9f925609410d4db"
    },
    {
      "name": "V4-registered-nurse",
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        "sector_exp": 0.28,
        "ed_level": "bachelor",
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      },
      "output_payload": {
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        "automation_pct": 1,
        "routine_pct": 30,
        "sector_pct": 28,
        "title": "Registered Nurse",
        "soc": "29-1141",
        "median_salary_usd": 86070,
        "alts": [
          {
            "soc": "21-1022",
            "title": "Healthcare Social Worker",
            "score": 13,
            "sim": 99,
            "salary_delta_vs_selected_usd": -25230
          },
          {
            "soc": "25-2021",
            "title": "Elementary School Teacher",
            "score": 12,
            "sim": 98,
            "salary_delta_vs_selected_usd": -24450
          },
          {
            "soc": "25-2031",
            "title": "Secondary School Teacher",
            "score": 12,
            "sim": 98,
            "salary_delta_vs_selected_usd": -23710
          }
        ]
      },
      "golden_hash": "8b9bf95385ce99068133b80a65d89a94718874c2e70025c73212b38ec5b9eb47"
    },
    {
      "name": "B-T30a",
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        "sector_exp": 0.45,
        "ed_level": "bachelor",
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      },
      "output_payload": {
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        "automation_pct": 27,
        "routine_pct": 26,
        "sector_pct": 45,
        "title": "Custom Occupation",
        "soc": null,
        "median_salary_usd": null,
        "alts": [
          {
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            "title": "General & Operations Manager",
            "score": 29,
            "sim": 91,
            "salary_delta_vs_selected_usd": null
          },
          {
            "soc": "11-2021",
            "title": "Marketing Manager",
            "score": 25,
            "sim": 91,
            "salary_delta_vs_selected_usd": null
          },
          {
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            "title": "Medical & Health Services Manager",
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        ]
      },
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    },
    {
      "name": "B-T30b",
      "policy_parameters": {
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      },
      "output_payload": {
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        "automation_pct": 28,
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        "title": "Custom Occupation",
        "soc": null,
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        "alts": [
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          },
          {
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          },
          {
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            "title": "Medical & Health Services Manager",
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        ]
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    {
      "name": "B-T55a",
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      "output_payload": {
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        "routine_pct": 60,
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        "title": "Custom Occupation",
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        "alts": [
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          {
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    {
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      "output_payload": {
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        "title": "Custom Occupation",
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        "alts": [
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          {
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    {
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      "output_payload": {
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          {
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          {
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    {
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      "output_payload": {
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        "title": "Custom Occupation",
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        "alts": [
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          {
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            "title": "Driver / Sales Worker",
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          },
          {
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    {
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        "title": "Custom Occupation",
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        "alts": [
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          {
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            "sim": 87,
            "salary_delta_vs_selected_usd": null
          },
          {
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    {
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      "output_payload": {
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        "tier": "High",
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        "automation_pct": 74,
        "routine_pct": 81,
        "sector_pct": 65,
        "title": "Custom Occupation",
        "soc": null,
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        "alts": [
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            "score": 64,
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          },
          {
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            "title": "Driver / Sales Worker",
            "score": 62,
            "sim": 96,
            "salary_delta_vs_selected_usd": null
          },
          {
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            "title": "Truck Driver (Heavy)",
            "score": 69,
            "sim": 95,
            "salary_delta_vs_selected_usd": null
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        ]
      },
      "golden_hash": "a4364eaa23a2bf3a7ac93bda496d61be102c4f5a0254204b9aee190b16518944"
    },
    {
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      "output_payload": {
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        "tier": "Critical",
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        "automation_pct": 75,
        "routine_pct": 82,
        "sector_pct": 65,
        "title": "Custom Occupation",
        "soc": null,
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        "alts": [
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            "title": "Welder",
            "score": 64,
            "sim": 96,
            "salary_delta_vs_selected_usd": null
          },
          {
            "soc": "53-3032",
            "title": "Truck Driver (Heavy)",
            "score": 69,
            "sim": 95,
            "salary_delta_vs_selected_usd": null
          },
          {
            "soc": "53-3031",
            "title": "Driver / Sales Worker",
            "score": 62,
            "sim": 95,
            "salary_delta_vs_selected_usd": null
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        ]
      },
      "golden_hash": "12ef48146ef611cd4f1bfa44fa7222a96808a1193cb91d9c03b1cdf085e34041"
    },
    {
      "name": "B-CAPa",
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      "output_payload": {
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        "tier": "Critical",
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        "automation_pct": 99,
        "routine_pct": 110,
        "sector_pct": 45,
        "title": "Custom Occupation",
        "soc": null,
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        "alts": [
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            "title": "Credit Analyst",
            "score": 77,
            "sim": 95,
            "salary_delta_vs_selected_usd": null
          },
          {
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            "title": "Billing / Posting Clerk",
            "score": 79,
            "sim": 95,
            "salary_delta_vs_selected_usd": null
          },
          {
            "soc": "43-9021",
            "title": "Data Entry Keyer",
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            "sim": 95,
            "salary_delta_vs_selected_usd": null
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