{
  "version": "V5-experimental-validation",
  "generated_at": "2026-07-16T00:14:20.252Z",
  "live_version": "V7",
  "comparison_baseline_version": "V7",
  "status": "experimental_only",
  "summary": {
    "occupation_count": 562,
    "structural_basis_counts": {
      "posterior_ensemble_fallback": 562
    },
    "profile_counts": {
      "leveraged": 97,
      "shielded": 190,
      "retooling": 149,
      "balanced": 126
    },
    "task_mode_method_count": 492,
    "task_mode_blended_count": 492,
    "observed_enriched_mobility_count": 486,
    "realized_pass_count": 2,
    "realized_scorable_check_count": 4,
    "structural_band_flip_count": 190,
    "transition_band_flip_count": 166,
    "impact_flip_count": 157,
    "mean_delta_vs_live_structural": 0.0326,
    "mean_delta_vs_live_transition": 0.0156,
    "median_realized_risk_proxy": 0.0373,
    "median_adaptation_capacity": 0.399,
    "median_demand_fragility": 0.1185,
    "median_reallocation_capacity": 0.7613
  },
  "top_changes": {
    "structural_risers": [
      {
        "ssoc": "25121",
        "title": "Software developer",
        "value": 0.2883
      },
      {
        "ssoc": "25122",
        "title": "Web and mobile applications developer",
        "value": 0.221
      },
      {
        "ssoc": "52422",
        "title": "Salesperson (door-to-door)",
        "value": 0.2185
      },
      {
        "ssoc": "43212",
        "title": "Storekeeper",
        "value": 0.2069
      },
      {
        "ssoc": "43211",
        "title": "Stock records clerk",
        "value": 0.2031
      }
    ],
    "structural_fallers": [
      {
        "ssoc": "41102",
        "title": "Personnel/Human resource clerk",
        "value": -0.154
      },
      {
        "ssoc": "43112",
        "title": "Ledger and accounts clerk",
        "value": -0.1398
      },
      {
        "ssoc": "33493",
        "title": "Crewing executive (ship)",
        "value": -0.1368
      },
      {
        "ssoc": "33151",
        "title": "Appraiser/Valuer (excluding intangible asset valuer)",
        "value": -0.1171
      },
      {
        "ssoc": "42112",
        "title": "Postal service counter clerk",
        "value": -0.115
      }
    ],
    "transition_risers": [
      {
        "ssoc": "25121",
        "title": "Software developer",
        "value": 0.2383
      },
      {
        "ssoc": "52422",
        "title": "Salesperson (door-to-door)",
        "value": 0.1905
      },
      {
        "ssoc": "43212",
        "title": "Storekeeper",
        "value": 0.1817
      },
      {
        "ssoc": "43211",
        "title": "Stock records clerk",
        "value": 0.179
      },
      {
        "ssoc": "81252",
        "title": "Precision grinding machine setter-operator",
        "value": 0.1746
      }
    ],
    "transition_fallers": [
      {
        "ssoc": "41102",
        "title": "Personnel/Human resource clerk",
        "value": -0.1887
      },
      {
        "ssoc": "43112",
        "title": "Ledger and accounts clerk",
        "value": -0.1699
      },
      {
        "ssoc": "33493",
        "title": "Crewing executive (ship)",
        "value": -0.1568
      },
      {
        "ssoc": "42112",
        "title": "Postal service counter clerk",
        "value": -0.1439
      },
      {
        "ssoc": "33151",
        "title": "Appraiser/Valuer (excluding intangible asset valuer)",
        "value": -0.1385
      }
    ],
    "highest_realized_risk": [
      {
        "ssoc": "43111",
        "title": "Bookkeeper",
        "value": 0.3293
      },
      {
        "ssoc": "42131",
        "title": "Pawnbroker",
        "value": 0.3187
      },
      {
        "ssoc": "41201",
        "title": "Secretary",
        "value": 0.2876
      },
      {
        "ssoc": "43123",
        "title": "Securities clerk",
        "value": 0.2731
      },
      {
        "ssoc": "41101",
        "title": "Office clerk (including filing and copying)",
        "value": 0.27
      }
    ]
  },
  "structural_validation": {
    "bls_spearman_rho": {
      "live": -0.1925,
      "experimental": -0.2007,
      "delta": -0.0082,
      "pass": true
    },
    "transition_bls_spearman_rho": {
      "live": -0.1925,
      "experimental": -0.2027,
      "delta": -0.0102,
      "pass": true
    },
    "occupation_family_spearman_rho": {
      "live": -0.249,
      "experimental": -0.4276,
      "delta": -0.1786,
      "pass": true
    },
    "transition_family_spearman_rho": {
      "live": -0.249,
      "experimental": -0.432,
      "delta": -0.183,
      "pass": true
    }
  },
  "realized_validation": {
    "cluster_rows": [
      {
        "cluster_key": "pmet",
        "avg_realized_risk": 0.0564,
        "vacancy_trend_4q_pct": -3.13,
        "hiring_net_pressure": 0.6,
        "retrenchment_incidence": 1.5
      },
      {
        "cluster_key": "clerical_sales_service",
        "avg_realized_risk": 0.1202,
        "vacancy_trend_4q_pct": -11.43,
        "hiring_net_pressure": 1,
        "retrenchment_incidence": 1.5
      },
      {
        "cluster_key": "production_transport",
        "avg_realized_risk": 0.0129,
        "vacancy_trend_4q_pct": 16.67,
        "hiring_net_pressure": 0.9,
        "retrenchment_incidence": 1.5
      }
    ],
    "vacancy_trend_rho": {
      "experimental": -1,
      "expected_direction": "negative",
      "scorable": true,
      "pass": true
    },
    "hiring_net_pressure_rho": {
      "experimental": 0.5,
      "expected_direction": "negative",
      "scorable": true,
      "pass": false
    },
    "retrenchment_incidence_rho": {
      "experimental": 0,
      "expected_direction": "positive",
      "scorable": false,
      "pass": null
    },
    "employer_pressure_rho": {
      "sample_size": 435,
      "experimental": 0.5485,
      "expected_direction": "positive",
      "scorable": true,
      "pass": true
    },
    "postings_support_rho": {
      "sample_size": 93,
      "experimental": 0,
      "expected_direction": "negative",
      "scorable": true,
      "pass": false
    }
  },
  "readiness": {
    "status": "experimental_only",
    "summary": "V5 is an archived experimental comparison artifact retained beneath the live V7 release. It remains separate from the live headline score while preserving its sidecars, transition-adjusted layer, realized-risk proxy, and validation comparison for auditability."
  }
}