{
  "GPT-5.4": {
    "cat_macro_f1": 0.9360988760303737,
    "cat_weighted_f1": 0.9367630863906107,
    "cat_macro_precision": 0.934342558672944,
    "cat_macro_recall": 0.9404157843351134,
    "cat_mcc": 0.9256911778959798,
    "cat_auc": 0.9918112947607864,
    "cat_ece": 0.052939765204985965,
    "cat_confusion_matrix": [
      [
        226,
        0,
        2,
        0,
        2,
        0,
        0
      ],
      [
        0,
        85,
        0,
        0,
        2,
        1,
        0
      ],
      [
        2,
        0,
        145,
        1,
        2,
        0,
        0
      ],
      [
        0,
        0,
        3,
        132,
        0,
        1,
        0
      ],
      [
        6,
        1,
        5,
        19,
        164,
        1,
        2
      ],
      [
        0,
        3,
        1,
        8,
        2,
        207,
        0
      ],
      [
        0,
        0,
        0,
        0,
        12,
        0,
        165
      ]
    ],
    "cat_f1_BoardGov": 0.9741379310344828,
    "cat_prec_BoardGov": 0.9658119658119658,
    "cat_recall_BoardGov": 0.9826086956521739,
    "cat_f1_Incident": 0.96045197740113,
    "cat_prec_Incident": 0.9550561797752809,
    "cat_recall_Incident": 0.9659090909090909,
    "cat_f1_Manageme": 0.9477124183006536,
    "cat_prec_Manageme": 0.9294871794871795,
    "cat_recall_Manageme": 0.9666666666666667,
    "cat_f1_NoneOthe": 0.8918918918918919,
    "cat_prec_NoneOthe": 0.825,
    "cat_recall_NoneOthe": 0.9705882352941176,
    "cat_f1_RiskMana": 0.8586387434554974,
    "cat_prec_RiskMana": 0.8913043478260869,
    "cat_recall_RiskMana": 0.8282828282828283,
    "cat_f1_Strategy": 0.9605568445475638,
    "cat_prec_Strategy": 0.9857142857142858,
    "cat_recall_Strategy": 0.9366515837104072,
    "cat_f1_Third-Pa": 0.9593023255813954,
    "cat_prec_Third-Pa": 0.9880239520958084,
    "cat_recall_Third-Pa": 0.9322033898305084,
    "cat_kripp_alpha": 0.9253092213149172,
    "spec_macro_f1": 0.8986323186392307,
    "spec_weighted_f1": 0.9144644120807768,
    "spec_macro_precision": 0.9034925881673722,
    "spec_macro_recall": 0.8950728490354916,
    "spec_mcc": 0.870090391628814,
    "spec_auc": 0.98134918835569,
    "spec_ece": 0.06740866973996164,
    "spec_confusion_matrix": [
      [
        582,
        19,
        14,
        3
      ],
      [
        29,
        130,
        7,
        2
      ],
      [
        12,
        3,
        190,
        2
      ],
      [
        2,
        1,
        8,
        196
      ]
    ],
    "spec_f1_L1Generi": 0.9364440868865648,
    "spec_prec_L1Generi": 0.9312,
    "spec_recall_L1Generi": 0.941747572815534,
    "spec_f1_L2Domain": 0.8099688473520249,
    "spec_prec_L2Domain": 0.8496732026143791,
    "spec_recall_L2Domain": 0.7738095238095238,
    "spec_f1_L3Firm-S": 0.892018779342723,
    "spec_prec_L3Firm-S": 0.867579908675799,
    "spec_recall_L3Firm-S": 0.9178743961352657,
    "spec_f1_L4Quanti": 0.9560975609756097,
    "spec_prec_L4Quanti": 0.9655172413793104,
    "spec_recall_L4Quanti": 0.9468599033816425,
    "spec_qwk": 0.9307948020550015,
    "spec_mae": 0.1175,
    "spec_kripp_alpha": 0.9166492249745117
  },
  "Opus-4.6": {
    "cat_macro_f1": 0.9235105849558979,
    "cat_weighted_f1": 0.9224780370334836,
    "cat_macro_precision": 0.9187130112710481,
    "cat_macro_recall": 0.9326192612354074,
    "cat_mcc": 0.9103198007176273,
    "cat_auc": 0.9937246318315877,
    "cat_ece": 0.06465620135267579,
    "cat_confusion_matrix": [
      [
        211,
        0,
        1,
        1,
        1,
        0,
        0
      ],
      [
        0,
        78,
        0,
        0,
        1,
        0,
        0
      ],
      [
        9,
        0,
        144,
        1,
        3,
        0,
        1
      ],
      [
        0,
        0,
        1,
        139,
        1,
        0,
        0
      ],
      [
        13,
        0,
        9,
        14,
        169,
        1,
        7
      ],
      [
        1,
        11,
        1,
        4,
        3,
        208,
        0
      ],
      [
        0,
        0,
        0,
        1,
        6,
        1,
        159
      ]
    ],
    "cat_f1_BoardGov": 0.9419642857142857,
    "cat_prec_BoardGov": 0.9017094017094017,
    "cat_recall_BoardGov": 0.985981308411215,
    "cat_f1_Incident": 0.9285714285714286,
    "cat_prec_Incident": 0.8764044943820225,
    "cat_recall_Incident": 0.9873417721518988,
    "cat_f1_Manageme": 0.9171974522292994,
    "cat_prec_Manageme": 0.9230769230769231,
    "cat_recall_Manageme": 0.9113924050632911,
    "cat_f1_NoneOthe": 0.9235880398671097,
    "cat_prec_NoneOthe": 0.86875,
    "cat_recall_NoneOthe": 0.9858156028368794,
    "cat_f1_RiskMana": 0.8513853904282116,
    "cat_prec_RiskMana": 0.9184782608695652,
    "cat_recall_RiskMana": 0.7934272300469484,
    "cat_f1_Strategy": 0.9497716894977168,
    "cat_prec_Strategy": 0.9904761904761905,
    "cat_recall_Strategy": 0.9122807017543859,
    "cat_f1_Third-Pa": 0.9520958083832335,
    "cat_prec_Third-Pa": 0.9520958083832335,
    "cat_recall_Third-Pa": 0.9520958083832335,
    "cat_kripp_alpha": 0.9095619506866199,
    "spec_macro_f1": 0.8826923642825633,
    "spec_weighted_f1": 0.8991699562480843,
    "spec_macro_precision": 0.8862949086294886,
    "spec_macro_recall": 0.8831960153359262,
    "spec_mcc": 0.8485449936701916,
    "spec_auc": 0.9725823165743999,
    "spec_ece": 0.083350846717755,
    "spec_confusion_matrix": [
      [
        568,
        27,
        9,
        1
      ],
      [
        23,
        117,
        3,
        2
      ],
      [
        34,
        9,
        206,
        11
      ],
      [
        0,
        0,
        1,
        189
      ]
    ],
    "spec_f1_L1Generi": 0.9235772357723577,
    "spec_prec_L1Generi": 0.9088,
    "spec_recall_L1Generi": 0.9388429752066115,
    "spec_f1_L2Domain": 0.785234899328859,
    "spec_prec_L2Domain": 0.7647058823529411,
    "spec_recall_L2Domain": 0.8068965517241379,
    "spec_f1_L3Firm-S": 0.860125260960334,
    "spec_prec_L3Firm-S": 0.9406392694063926,
    "spec_recall_L3Firm-S": 0.7923076923076923,
    "spec_f1_L4Quanti": 0.9618320610687023,
    "spec_prec_L4Quanti": 0.9310344827586207,
    "spec_recall_L4Quanti": 0.9947368421052631,
    "spec_qwk": 0.9198415117342273,
    "spec_mae": 0.13916666666666666,
    "spec_kripp_alpha": 0.9038906079654127
  },
  "_runtime": {
    "encoder_mb": 789.563648,
    "ms_per_sample": 7.762363941583317,
    "throughput_per_s": 128.82673468103667,
    "peak_vram_mb": 2135.203125,
    "build_s": 1.1878160500200465
  }
}