{
  "schema_version": 1,
  "compiled_on": "2026-10-12",
  "inference_dates": [
    "2026-10-08",
    "2026-10-09"
  ],
  "scope": "Filone garden-path: antecedenti V1/V2, V3 NP/Z e ponte causale V3 12B, arresto del tentativo V4 originale. Esclusi i successivi filoni generali sui ruoli.",
  "uncertainty": {
    "method": "bootstrap percentile descrittivo su famiglie",
    "resamples": 10000,
    "seed": 0,
    "confidence": 0.95,
    "heldout_families": 6,
    "warning": "Non corretto per molteplicità; non copre scelte di materiali, modello, layer o strumento.",
    "scope": "Convenzione per i risultati causali V3/bridge12 e la loro rianalisi V4. Non applicare automaticamente a V1/V2: gli aggregati legacy specificano localmente unità, numerosità e incertezza; il gate V4 riporta conteggi di sviluppo, non bootstrap inferenziale."
  },
  "figures": [
    {
      "id": "figure-v3-interaction",
      "title": "V3 1B: interazione opzionale meno intransitivo",
      "unit": "nats",
      "note": "Test: sei famiglie, due materiali per famiglia. Contrasti bidirezionali con segno allineato; intervalli bootstrap descrittivi.",
      "panels": [
        {
          "id": "comma_native",
          "label": "Virgola / originale",
          "rows": [
            {
              "label": "Trasferimento fra condizioni",
              "mean": 6.437499935428302,
              "ci95": [
                3.531250022351742,
                9.007812418043613
              ],
              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_native",
                  "stage": "next",
                  "kind": "cross",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Controllo lessicale",
              "mean": 0.33854163189729053,
              "ci95": [
                -0.08854170640309651,
                0.7343749403953552
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              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_native",
                  "stage": "next",
                  "kind": "lexical",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Controllo casuale",
              "mean": 0.37413197755813593,
              "ci95": [
                0.2447916964689891,
                0.519097333153089
              ],
              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_native",
                  "stage": "next",
                  "kind": "random",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            }
          ]
        },
        {
          "id": "comma_aligned",
          "label": "Virgola / posizioni allineate",
          "rows": [
            {
              "label": "Trasferimento fra condizioni",
              "mean": 6.59895837555329,
              "ci95": [
                4.0651043603817625,
                8.73437495281299
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              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_aligned",
                  "stage": "next",
                  "kind": "cross",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Controllo lessicale",
              "mean": 0.3763021007180214,
              "ci95": [
                -0.14062504967053732,
                0.8489583979050318
              ],
              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_aligned",
                  "stage": "next",
                  "kind": "lexical",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Controllo casuale",
              "mean": 0.03472226361433664,
              "ci95": [
                -0.223958343681362,
                0.3350695384045441
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              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_aligned",
                  "stage": "next",
                  "kind": "random",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            }
          ]
        },
        {
          "id": "position_only",
          "label": "Solo posizioni",
          "rows": [
            {
              "label": "Trasferimento fra condizioni",
              "mean": -0.1406251167257627,
              "ci95": [
                -0.8984376788139343,
                0.6484373112519582
              ],
              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "position_only",
                  "stage": "next",
                  "kind": "cross",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Controllo lessicale",
              "mean": -0.01562509685754776,
              "ci95": [
                -0.0729167362054189,
                0.04433585492273077
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              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "position_only",
                  "stage": "next",
                  "kind": "lexical",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Controllo casuale",
              "mean": 0.10590277943346234,
              "ci95": [
                0.062499950329462685,
                0.1736111119389534
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              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "position_only",
                  "stage": "next",
                  "kind": "random",
                  "metric": "margin",
                  "direction": "average"
                }
              }
            }
          ]
        }
      ]
    },
    {
      "id": "figure-v3-trajectory",
      "title": "V3 1B: effetto sulle prime tre parole effettive",
      "unit": "nats",
      "note": "Analisi secondaria: interazione opzionale meno intransitivo, virgola contro posizioni allineate. Le parole successive sono condizionate su quelle precedenti; non sono tre repliche indipendenti.",
      "panels": [
        {
          "id": "words",
          "label": "Trasferimento fra condizioni",
          "rows": [
            {
              "label": "Parola 1",
              "mean": 3.8148806194464364,
              "ci95": [
                1.97384246190389,
                5.604740917682648
              ],
              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_aligned",
                  "stage": "trajectory",
                  "kind": "cross",
                  "metric": "word_0",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Parola 2",
              "mean": 0.02661154915889104,
              "ci95": [
                -0.024404639999071758,
                0.0982737938563029
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              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_aligned",
                  "stage": "trajectory",
                  "kind": "cross",
                  "metric": "word_1",
                  "direction": "average"
                }
              }
            },
            {
              "label": "Parola 3",
              "mean": -0.01796617607275645,
              "ci95": [
                -0.056556373834609985,
                0.020624021689097088
              ],
              "families": 6,
              "source": "v3/results/npz-v3-20261008-01/results.json",
              "locator": {
                "array": "summaries",
                "select": {
                  "split": "test",
                  "contrast": "comma_aligned",
                  "stage": "trajectory",
                  "kind": "cross",
                  "metric": "word_2",
                  "direction": "average"
                }
              }
            }
          ]
        }
      ]
    },
    {
      "id": "figure-bridge-endpoints",
      "title": "Ponte 12B: previsione e risposta finale",
      "unit": "nats",
      "note": "Effetto medio cross orientato come clean meno gap; due misure diverse degli stessi interventi. Non confrontare queste ampiezze con V3 1B come legge di scala.",
      "panels": [
        {
          "id": "next_effect",
          "label": "Log P(was) meno log P(virgola)",
          "rows": [
            {
              "label": "Cross",
              "mean": 8.068911138921976,
              "ci95": [
                5.338363602757454,
                10.582026973366737
              ],
              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "cross",
                  "metric": "next_effect"
                }
              }
            }
          ]
        },
        {
          "id": "qa_effect",
          "label": "Margine risposta corretta meno errata",
          "rows": [
            {
              "label": "Cross",
              "mean": -0.07359962468035519,
              "ci95": [
                -0.13230093067201473,
                -0.020948297809809446
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              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "cross",
                  "metric": "qa_effect"
                }
              }
            }
          ]
        }
      ]
    },
    {
      "id": "figure-bridge-controls",
      "title": "Ponte 12B: controlli e confronti appaiati",
      "unit": "nats",
      "note": "Controlli della stessa norma; tre direzioni gaussiane mediate entro famiglia. Intervalli dei vantaggi calcolati sulle differenze appaiate, non sottraendo estremi di altri intervalli.",
      "panels": [
        {
          "id": "next_effect",
          "label": "Preferenza predittiva",
          "rows": [
            {
              "label": "Trasferimento fra condizioni",
              "mean": 8.068911138921976,
              "ci95": [
                5.338363602757454,
                10.582026973366737
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              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "cross",
                  "metric": "next_effect"
                }
              }
            },
            {
              "label": "Controllo lessicale",
              "mean": 0.11715007635454337,
              "ci95": [
                -1.0249518360942602,
                1.4414493727187316
              ],
              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "lexical",
                  "metric": "next_effect"
                }
              }
            },
            {
              "label": "Controllo casuale",
              "mean": 0.5244364125861062,
              "ci95": [
                0.043609019575847514,
                0.9336460445904069
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              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "random",
                  "metric": "next_effect"
                }
              }
            },
            {
              "label": "Vantaggio sul lessicale",
              "mean": 7.951761062567432,
              "ci95": [
                5.566971583291888,
                9.895261250436306
              ],
              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "cross_minus_lexical",
                  "metric": "next_effect"
                }
              }
            },
            {
              "label": "Vantaggio sul casuale",
              "mean": 7.54447472633587,
              "ci95": [
                5.1371557683580455,
                9.707711215234465
              ],
              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "cross_minus_random",
                  "metric": "next_effect"
                }
              }
            }
          ]
        },
        {
          "id": "qa_effect",
          "label": "Margine della risposta finale",
          "rows": [
            {
              "label": "Trasferimento fra condizioni",
              "mean": -0.07359962468035519,
              "ci95": [
                -0.13230093067201473,
                -0.020948297809809446
              ],
              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "cross",
                  "metric": "qa_effect"
                }
              }
            },
            {
              "label": "Controllo lessicale",
              "mean": 0.10416696773609146,
              "ci95": [
                0.012172179121989757,
                0.19029441254679114
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              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "lexical",
                  "metric": "qa_effect"
                }
              }
            },
            {
              "label": "Controllo casuale",
              "mean": 0.16324613262097257,
              "ci95": [
                0.06985412644118916,
                0.24523880453004201
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              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "random",
                  "metric": "qa_effect"
                }
              }
            },
            {
              "label": "Vantaggio sul lessicale",
              "mean": -0.17776659241644666,
              "ci95": [
                -0.27812526231476414,
                -0.06678198283771053
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              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
                  "split": "test",
                  "direction": "average",
                  "kind": "cross_minus_lexical",
                  "metric": "qa_effect"
                }
              }
            },
            {
              "label": "Vantaggio sul casuale",
              "mean": -0.23684575730132773,
              "ci95": [
                -0.30618281769824945,
                -0.165126703957665
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              "families": 6,
              "source": "v3/bridge12/results/bridge12-20261009-01/audit.json",
              "locator": {
                "array": "effects",
                "select": {
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                  "direction": "average",
                  "kind": "cross_minus_random",
                  "metric": "qa_effect"
                }
              }
            }
          ]
        }
      ]
    },
    {
      "id": "figure-bridge-roles",
      "title": "Ponte 12B: scomposizione per ruolo, post-hoc",
      "unit": "nats",
      "note": "Analisi esplorativa post-hoc degli stessi dati, non replica indipendente. Nessuna delle 48 patch cross cambia la risposta preferita.",
      "panels": [
        {
          "id": "agent",
          "label": "Domanda sull’agente",
          "rows": [
            {
              "label": "Trasferimento fra condizioni",
              "mean": -0.46263555724484223,
              "ci95": [
                -0.6222233115016325,
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              "locator": {
                "array": "exploratory_role_effects",
                "select": {
                  "role": "agent",
                  "kind": "cross"
                }
              }
            },
            {
              "label": "Controllo lessicale",
              "mean": -0.26229364157188684,
              "ci95": [
                -1.0054896641910698,
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              "locator": {
                "array": "exploratory_role_effects",
                "select": {
                  "role": "agent",
                  "kind": "lexical"
                }
              }
            },
            {
              "label": "Controllo casuale",
              "mean": -0.2290586549918063,
              "ci95": [
                -0.4200296740487423,
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              "locator": {
                "array": "exploratory_role_effects",
                "select": {
                  "role": "agent",
                  "kind": "random"
                }
              }
            }
          ]
        },
        {
          "id": "patient",
          "label": "Domanda sul paziente",
          "rows": [
            {
              "label": "Trasferimento fra condizioni",
              "mean": 0.31543630788413185,
              "ci95": [
                0.18928098546651503,
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              "locator": {
                "array": "exploratory_role_effects",
                "select": {
                  "role": "patient",
                  "kind": "cross"
                }
              }
            },
            {
              "label": "Controllo lessicale",
              "mean": 0.47062757704406977,
              "ci95": [
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                1.082820790198942
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              "families": 6,
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              "locator": {
                "array": "exploratory_role_effects",
                "select": {
                  "role": "patient",
                  "kind": "lexical"
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              }
            },
            {
              "label": "Controllo casuale",
              "mean": 0.5555509202337513,
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                "select": {
                  "role": "patient",
                  "kind": "random"
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              }
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          ]
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      ]
    },
    {
      "id": "figure-v4-gate",
      "title": "V4 originale: l’estensione si ferma al controllo di competenza",
      "unit": "famiglie corrette su sei",
      "note": "Solo sviluppo, condizione con virgola. Una famiglia passa se entrambe le inversioni sono corrette. Soglia effettiva 5/6 in ciascuna delle otto celle. Nessuna inferenza di conferma o patch.",
      "threshold": 5,
      "denominator": 6,
      "panels": [
        {
          "id": "v4-12b-20261009-02",
          "label": "google/gemma-3-12b-pt",
          "rows": [
            {
              "label": "active/agent",
              "correct": 6,
              "total": 6,
              "mean": 6.0,
              "source": "v4/results/comparison-20261009/audit.json",
              "locator": {
                "array": "runs",
                "run": "v4-12b-20261009-02",
                "field": "results.gate.both_reversal_rates",
                "key": "active/agent"
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              "label": "active/patient",
              "correct": 6,
              "total": 6,
              "mean": 6.0,
              "source": "v4/results/comparison-20261009/audit.json",
              "locator": {
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              "label": "object_relative/agent",
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            },
            {
              "label": "object_relative/patient",
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              "total": 6,
              "mean": 6.0,
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              "label": "passive/agent",
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                "field": "results.gate.both_reversal_rates",
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            },
            {
              "label": "passive/patient",
              "correct": 6,
              "total": 6,
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              "source": "v4/results/comparison-20261009/audit.json",
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                "split": "test",
                "kind": "cross_minus_lexical",
                "direction": "to_no_comma"
              }
            }
          },
          {
            "split": "test",
            "kind": "cross_minus_lexical",
            "direction": "to_comma",
            "layer": 17,
            "mean": 5.6952823003133135,
            "ci95": [
              3.8796122868855796,
              7.488984441757202
            ],
            "families": 6,
            "source": "v2/results/garden-followup-20261008-02/garden-followup.json",
            "locator": {
              "array": "summaries",
              "select": {
                "split": "test",
                "kind": "cross_minus_lexical",
                "direction": "to_comma"
              }
            }
          },
          {
            "split": "test",
            "kind": "cross_minus_random",
            "direction": "value",
            "layer": 17,
            "mean": 6.182937701543172,
            "ci95": [
              4.33512012163798,
              7.779103173149957
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            "families": 6,
            "source": "v2/results/garden-followup-20261008-02/garden-followup.json",
            "locator": {
              "array": "summaries",
              "select": {
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                "direction": "value"
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            }
          },
          {
            "split": "test",
            "kind": "cross_minus_random",
            "direction": "to_no_comma",
            "layer": 17,
            "mean": 6.059972604115803,
            "ci95": [
              3.9001186066203646,
              8.027333577473959
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            "families": 6,
            "source": "v2/results/garden-followup-20261008-02/garden-followup.json",
            "locator": {
              "array": "summaries",
              "select": {
                "split": "test",
                "kind": "cross_minus_random",
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              }
            }
          },
          {
            "split": "test",
            "kind": "cross_minus_random",
            "direction": "to_comma",
            "layer": 17,
            "mean": 6.30590279897054,
            "ci95": [
              4.594243791368273,
              7.720011923048232
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            "families": 6,
            "source": "v2/results/garden-followup-20261008-02/garden-followup.json",
            "locator": {
              "array": "summaries",
              "select": {
                "split": "test",
                "kind": "cross_minus_random",
                "direction": "to_comma"
              }
            }
          }
        ],
        "selection": {
          "value": {
            "layer": 17,
            "criterion": "maximum development mean signed bidirectional factorial interaction",
            "excluded_layers": [
              25
            ],
            "test_layers_computed": [
              17
            ]
          },
          "source": "v2/results/garden-followup-20261008-02/garden-followup.json",
          "field": "selection excluding development_family_interactions"
        },
        "numerical_checks": {
          "value": {
            "maximum_identity_error": 0.0,
            "median_control_relative_norm_error_after_cast": 0.0002094898207049556,
            "maximum_control_relative_norm_error_after_cast": 0.016189932940273488
          },
          "source": "v2/results/garden-followup-20261008-02/garden-followup.json",
          "field": "numerical_checks"
        },
        "exclusions": {
          "value": [],
          "source": "v2/results/garden-followup-20261008-02/garden-followup.json",
          "field": "exclusions"
        },
        "robustness": {
          "status": "post-hoc descriptive diagnostics; no new confirmation data",
          "layer_stability": {
            "value": {
              "layers": [
                0,
                1,
                2,
                3,
                4,
                5,
                6,
                7,
                8,
                9,
                10,
                11,
                12,
                13,
                14,
                15,
                16,
                17,
                18,
                19,
                20,
                21,
                22,
                23,
                24
              ],
              "means": [
                -0.06340980529785156,
                -0.09039092063903809,
                0.03812527656555176,
                0.048473199208577476,
                0.18039449055989584,
                0.12809133529663086,
                -0.04360842704772949,
                1.2668849627176921,
                2.0216338634490967,
                1.9358927408854167,
                3.001603047053019,
                3.0605573654174805,
                5.224464416503906,
                5.358417828877767,
                5.3130472501118975,
                6.101679801940918,
                6.335866769154866,
                6.389562447865804,
                6.366744836171468,
                6.224641005198161,
                6.322731335957845,
                6.254830678304036,
                6.188685894012451,
                6.308362642923991,
                6.2914299964904785
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              "bootstrap_selection_counts": {
                "15": 51,
                "16": 1311,
                "17": 2564,
                "18": 2946,
                "20": 229,
                "21": 82,
                "23": 433,
                "24": 2384
              },
              "within_95_percent_peak": [
                15,
                16,
                17,
                18,
                19,
                20,
                21,
                22,
                23,
                24
              ],
              "leave_one_family_out": {
                "baked": 17,
                "embroidered": 18,
                "knitted": 16,
                "painted": 17,
                "sewed": 17,
                "studied": 24
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            },
            "source": "v2/results/robustness-20261008.json",
            "field": "garden_layer_stability"
          },
          "layer17_selection_fraction": {
            "value": 0.2564,
            "source": "v2/results/robustness-20261008.json",
            "field": "garden_layer_stability.bootstrap_selection_counts.17 / resamples"
          },
          "component_summary": {
            "value": {
              "main": {
                "mean": 6.060761292775472,
                "ci95": [
                  5.416965961456299,
                  6.730283419291179
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                "n": 6,
                "positive": 6
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              "object": {
                "mean": 0.6099376678466797,
                "ci95": [
                  -0.39723825454711914,
                  1.6821502049763997
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                "n": 6,
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              "total": {
                "mean": 6.670698960622151,
                "ci95": [
                  5.297304471333821,
                  8.304657459259033
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                "n": 6,
                "positive": 6
              }
            },
            "source": "v2/results/robustness-20261008.json",
            "field": "garden_component_summary"
          },
          "components_by_family": {
            "value": [
              {
                "family": "cleaned",
                "main": 6.251317024230957,
                "object": -0.1532917022705078,
                "total": 6.098025321960449
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              {
                "family": "wrote",
                "main": 4.967214584350586,
                "object": -0.467926025390625,
                "total": 4.499288558959961
              },
              {
                "family": "drew",
                "main": 5.121575355529785,
                "object": 0.7575483322143555,
                "total": 5.879123687744141
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              {
                "family": "cooked",
                "main": 6.084927558898926,
                "object": 2.0203933715820312,
                "total": 8.105320930480957
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              {
                "family": "ironed",
                "main": 7.562262535095215,
                "object": 2.5288190841674805,
                "total": 10.091081619262695
              },
              {
                "family": "ate",
                "main": 6.377270698547363,
                "object": -1.0259170532226562,
                "total": 5.351353645324707
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            ],
            "source": "v2/results/robustness-20261008.json",
            "field": "garden_components"
          },
          "main_fraction_of_mean_total": {
            "value": 0.9085646539519762,
            "source": "v2/results/robustness-20261008.json",
            "field": "garden_component_summary.main.mean / garden_component_summary.total.mean"
          },
          "margin_sensitivity": {
            "value": [
              {
                "family": "ate",
                "verb_class": "intransitive",
                "condition": "comma",
                "main_tokens": 5,
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                "per_token": 1.2188604354858397
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              {
                "family": "ate",
                "verb_class": "intransitive",
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                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 12.503984451293945,
                "per_token": 0.39659547805786133
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              {
                "family": "ate",
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                "main_tokens": 5,
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              {
                "family": "ate",
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                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 4.33538818359375,
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              {
                "family": "cleaned",
                "verb_class": "intransitive",
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                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 18.1484432220459,
                "per_token": 1.0471776962280273
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              {
                "family": "cleaned",
                "verb_class": "intransitive",
                "condition": "no_comma",
                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 11.295106887817383,
                "per_token": 0.038516664505004794
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              {
                "family": "cleaned",
                "verb_class": "optional_transitive",
                "condition": "comma",
                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 17.256277084350586,
                "per_token": 0.9626117706298829
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              {
                "family": "cleaned",
                "verb_class": "optional_transitive",
                "condition": "no_comma",
                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 5.257463455200195,
                "per_token": -1.12503981590271
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              {
                "family": "cooked",
                "verb_class": "intransitive",
                "condition": "comma",
                "main_tokens": 5,
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                "raw": 20.268840789794922,
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              {
                "family": "cooked",
                "verb_class": "intransitive",
                "condition": "no_comma",
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                "family": "cooked",
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              {
                "family": "cooked",
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                "main_tokens": 5,
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                "raw": 6.3246307373046875,
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              {
                "family": "drew",
                "verb_class": "intransitive",
                "condition": "comma",
                "main_tokens": 5,
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                "raw": 20.442611694335938,
                "per_token": 1.0193891525268555
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              {
                "family": "drew",
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                "main_tokens": 5,
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                "family": "drew",
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                "family": "drew",
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              {
                "family": "ironed",
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                "main_tokens": 5,
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              {
                "family": "ironed",
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              {
                "family": "ironed",
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              {
                "family": "ironed",
                "verb_class": "optional_transitive",
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                "raw": 6.734148025512695,
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              {
                "family": "wrote",
                "verb_class": "intransitive",
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                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 21.473087310791016,
                "per_token": 1.1898628234863282
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              {
                "family": "wrote",
                "verb_class": "intransitive",
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                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 11.328590393066406,
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              {
                "family": "wrote",
                "verb_class": "optional_transitive",
                "condition": "comma",
                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 19.743736267089844,
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              {
                "family": "wrote",
                "verb_class": "optional_transitive",
                "condition": "no_comma",
                "main_tokens": 5,
                "object_tokens": 8,
                "raw": 8.234630584716797,
                "per_token": -1.0269684791564941
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            ],
            "source": "v2/results/robustness-20261008.json",
            "field": "baseline_margin_sensitivity"
          },
          "full_sum_main_preferred": {
            "value": 24,
            "source": "v2/results/robustness-20261008.json",
            "field": "count baseline_margin_sensitivity[].raw >0"
          },
          "per_token_main_preferred": {
            "value": 14,
            "source": "v2/results/robustness-20261008.json",
            "field": "count baseline_margin_sensitivity[].per_token >0"
          },
          "conditions": 24,
          "caveats": [
            "Analisi posthoc degli stessi dati, non conferma indipendente.",
            "Media pertoken cambia la domanda, non stima probabilita del parse.",
            "Componente principale e dell intera stringa: patch pertoken non salvata."
          ]
        },
        "caveats": [
          "Nessuna validazione umana dei materiali.",
          "Interazione riduce una componente additiva comune della virgola, non elimina interazioni lessicali o posizionali.",
          "Tutte le baseline fullcompletion favoriscono la principale: nessuna dimostrazione iniziale parseerrato poi riparazione.",
          "Layer17 dentro plateau15–24; non un unico syntaxlayer."
        ]
      }
    },
    "model_qualification_development": [
      {
        "model": "google/gemma-3-1b-pt",
        "size": "1b",
        "run": "direct-v3-20261008-01",
        "gate_passed": false,
        "split": "development",
        "condition": "simple",
        "strata": [
          {
            "voice": "active",
            "role": "agent",
            "both_reversals_correct": 3,
            "families": 6,
            "rate": 0.5
          },
          {
            "voice": "active",
            "role": "patient",
            "both_reversals_correct": 3,
            "families": 6,
            "rate": 0.5
          },
          {
            "voice": "passive",
            "role": "agent",
            "both_reversals_correct": 0,
            "families": 6,
            "rate": 0.0
          },
          {
            "voice": "passive",
            "role": "patient",
            "both_reversals_correct": 4,
            "families": 6,
            "rate": 0.6666666666666666
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        ],
        "source": "v3/scale/results/comparison-20261009/comparison.json",
        "locator": {
          "array": "models",
          "select": {
            "size": "1b"
          },
          "field": "result.gate"
        },
        "note": "Una famiglia passa solo se entrambe le inversioni sono corrette. Checkpoint non isolano causalmente la sola dimensione; 1B precedente, poi sequenza fissata 4B→12B."
      },
      {
        "model": "google/gemma-3-4b-pt",
        "size": "4b",
        "run": "scale-4b-20261009-02",
        "gate_passed": false,
        "split": "development",
        "condition": "simple",
        "strata": [
          {
            "voice": "active",
            "role": "agent",
            "both_reversals_correct": 6,
            "families": 6,
            "rate": 1.0
          },
          {
            "voice": "active",
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            "both_reversals_correct": 3,
            "families": 6,
            "rate": 0.5
          },
          {
            "voice": "passive",
            "role": "agent",
            "both_reversals_correct": 2,
            "families": 6,
            "rate": 0.3333333333333333
          },
          {
            "voice": "passive",
            "role": "patient",
            "both_reversals_correct": 6,
            "families": 6,
            "rate": 1.0
          }
        ],
        "source": "v3/scale/results/comparison-20261009/comparison.json",
        "locator": {
          "array": "models",
          "select": {
            "size": "4b"
          },
          "field": "result.gate"
        },
        "note": "Una famiglia passa solo se entrambe le inversioni sono corrette. Checkpoint non isolano causalmente la sola dimensione; 1B precedente, poi sequenza fissata 4B→12B."
      },
      {
        "model": "google/gemma-3-12b-pt",
        "size": "12b",
        "run": "scale-12b-20261009-01",
        "gate_passed": true,
        "split": "development",
        "condition": "simple",
        "strata": [
          {
            "voice": "active",
            "role": "agent",
            "both_reversals_correct": 6,
            "families": 6,
            "rate": 1.0
          },
          {
            "voice": "active",
            "role": "patient",
            "both_reversals_correct": 6,
            "families": 6,
            "rate": 1.0
          },
          {
            "voice": "passive",
            "role": "agent",
            "both_reversals_correct": 6,
            "families": 6,
            "rate": 1.0
          },
          {
            "voice": "passive",
            "role": "patient",
            "both_reversals_correct": 6,
            "families": 6,
            "rate": 1.0
          }
        ],
        "source": "v3/scale/results/comparison-20261009/comparison.json",
        "locator": {
          "array": "models",
          "select": {
            "size": "12b"
          },
          "field": "result.gate"
        },
        "note": "Una famiglia passa solo se entrambe le inversioni sono corrette. Checkpoint non isolano causalmente la sola dimensione; 1B precedente, poi sequenza fissata 4B→12B."
      }
    ],
    "bridge_development_gate": {
      "passed": true,
      "threshold_families": 5,
      "families_per_stratum": 6,
      "strata": [
        {
          "condition": "clean",
          "role": "agent",
          "both_reversals_correct": 5,
          "families": 6,
          "rate": 0.8333333333333334
        },
        {
          "condition": "clean",
          "role": "patient",
          "both_reversals_correct": 6,
          "families": 6,
          "rate": 1.0
        },
        {
          "condition": "simple",
          "role": "agent",
          "both_reversals_correct": 6,
          "families": 6,
          "rate": 1.0
        },
        {
          "condition": "simple",
          "role": "patient",
          "both_reversals_correct": 6,
          "families": 6,
          "rate": 1.0
        }
      ],
      "source": "v3/bridge12/results/bridge12-20261009-01/results.json",
      "locator": {
        "field": "gate"
      }
    },
    "bridge_next_token_baselines": [
      {
        "split": "development",
        "condition": "native",
        "mean": -5.968847547347347,
        "ci95": [
          -7.980103380357225,
          -3.809048850710193
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        "families": 6,
        "family_values": {
          "coached": -7.671774052083492,
          "interviewed": -9.072946853935719,
          "questioned": -8.721485208719969,
          "taught": -1.8929643630981445,
          "visited": -4.268520459532738,
          "watched": -4.18539434671402
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        "unit": "nats: log P(was) meno log P(virgola)",
        "source": "v3/bridge12/results/bridge12-20261009-01/observations.jsonl",
        "locator": {
          "select": {
            "record": "baseline",
            "split": "development",
            "condition": "native"
          },
          "field": "scores.next_margin"
        },
        "aggregation": "Media entro famiglia di entrambi i ruoli e inversioni, poi media fra sei famiglie; stesso algoritmo del report salvato."
      },
      {
        "split": "development",
        "condition": "gap",
        "mean": -4.926302783812086,
        "ci95": [
          -6.954706581309438,
          -2.8524203610916934
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        "families": 6,
        "family_values": {
          "coached": -6.53884506970644,
          "interviewed": -8.070355501025915,
          "questioned": -7.793205335736275,
          "taught": -1.401810646057129,
          "visited": -2.5684775710105896,
          "watched": -3.1851225793361664
        },
        "unit": "nats: log P(was) meno log P(virgola)",
        "source": "v3/bridge12/results/bridge12-20261009-01/observations.jsonl",
        "locator": {
          "select": {
            "record": "baseline",
            "split": "development",
            "condition": "gap"
          },
          "field": "scores.next_margin"
        },
        "aggregation": "Media entro famiglia di entrambi i ruoli e inversioni, poi media fra sei famiglie; stesso algoritmo del report salvato."
      },
      {
        "split": "development",
        "condition": "clean",
        "mean": 3.770938257376353,
        "ci95": [
          3.382278263568878,
          4.10982342561086
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        "families": 6,
        "family_values": {
          "coached": 3.4396581649780273,
          "interviewed": 4.209836006164551,
          "questioned": 3.7383071184158325,
          "taught": 2.9661684036254883,
          "visited": 4.229301571846008,
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        "unit": "nats: log P(was) meno log P(virgola)",
        "source": "v3/bridge12/results/bridge12-20261009-01/observations.jsonl",
        "locator": {
          "select": {
            "record": "baseline",
            "split": "development",
            "condition": "clean"
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          "field": "scores.next_margin"
        },
        "aggregation": "Media entro famiglia di entrambi i ruoli e inversioni, poi media fra sei famiglie; stesso algoritmo del report salvato."
      },
      {
        "split": "test",
        "condition": "native",
        "mean": -5.517011772220333,
        "ci95": [
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        "families": 6,
        "family_values": {
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        "unit": "nats: log P(was) meno log P(virgola)",
        "source": "v3/bridge12/results/bridge12-20261009-01/observations.jsonl",
        "locator": {
          "select": {
            "record": "baseline",
            "split": "test",
            "condition": "native"
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          "field": "scores.next_margin"
        },
        "aggregation": "Media entro famiglia di entrambi i ruoli e inversioni, poi media fra sei famiglie; stesso algoritmo del report salvato."
      },
      {
        "split": "test",
        "condition": "gap",
        "mean": -4.297917022059361,
        "ci95": [
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        "families": 6,
        "family_values": {
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        "unit": "nats: log P(was) meno log P(virgola)",
        "source": "v3/bridge12/results/bridge12-20261009-01/observations.jsonl",
        "locator": {
          "select": {
            "record": "baseline",
            "split": "test",
            "condition": "gap"
          },
          "field": "scores.next_margin"
        },
        "aggregation": "Media entro famiglia di entrambi i ruoli e inversioni, poi media fra sei famiglie; stesso algoritmo del report salvato."
      },
      {
        "split": "test",
        "condition": "clean",
        "mean": 3.659988264242808,
        "ci95": [
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        "families": 6,
        "family_values": {
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          "photographed": 4.32958984375,
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        "unit": "nats: log P(was) meno log P(virgola)",
        "source": "v3/bridge12/results/bridge12-20261009-01/observations.jsonl",
        "locator": {
          "select": {
            "record": "baseline",
            "split": "test",
            "condition": "clean"
          },
          "field": "scores.next_margin"
        },
        "aggregation": "Media entro famiglia di entrambi i ruoli e inversioni, poi media fra sei famiglie; stesso algoritmo del report salvato."
      }
    ],
    "v3_components_and_directions": [
      {
        "label": "Componente log P(was)",
        "split": "test",
        "contrast": "comma_aligned",
        "stage": "next",
        "kind": "cross",
        "metric": "was_logp",
        "direction": "average",
        "mean": 4.290992081165314,
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        "source": "v3/results/npz-v3-20261008-01/results.json",
        "locator": {
          "array": "summaries",
          "select": {
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            "contrast": "comma_aligned",
            "stage": "next",
            "kind": "cross",
            "metric": "was_logp",
            "direction": "average"
          }
        }
      },
      {
        "label": "Componente log P(virgola)",
        "split": "test",
        "contrast": "comma_aligned",
        "stage": "next",
        "kind": "cross",
        "metric": "comma_logp",
        "direction": "average",
        "mean": -2.307966294387976,
        "ci95": [
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        "families": 6,
        "source": "v3/results/npz-v3-20261008-01/results.json",
        "locator": {
          "array": "summaries",
          "select": {
            "split": "test",
            "contrast": "comma_aligned",
            "stage": "next",
            "kind": "cross",
            "metric": "comma_logp",
            "direction": "average"
          }
        }
      },
      {
        "label": "Direzione forward, segno allineato",
        "split": "test",
        "contrast": "comma_aligned",
        "stage": "next",
        "kind": "cross",
        "metric": "margin",
        "direction": "forward",
        "mean": 6.7760417113701505,
        "ci95": [
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        "families": 6,
        "source": "v3/results/npz-v3-20261008-01/results.json",
        "locator": {
          "array": "summaries",
          "select": {
            "split": "test",
            "contrast": "comma_aligned",
            "stage": "next",
            "kind": "cross",
            "metric": "margin",
            "direction": "forward"
          }
        }
      },
      {
        "label": "Direzione reverse, segno allineato",
        "split": "test",
        "contrast": "comma_aligned",
        "stage": "next",
        "kind": "cross",
        "metric": "margin",
        "direction": "reverse",
        "mean": 6.42187503973643,
        "ci95": [
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        "families": 6,
        "source": "v3/results/npz-v3-20261008-01/results.json",
        "locator": {
          "array": "summaries",
          "select": {
            "split": "test",
            "contrast": "comma_aligned",
            "stage": "next",
            "kind": "cross",
            "metric": "margin",
            "direction": "reverse"
          }
        }
      }
    ],
    "v4_individual_accuracy": [
      {
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        "model": "google/gemma-3-12b-pt",
        "condition": "clean",
        "split": "development",
        "strata": [
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            "correct": 12,
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          {
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            "correct": 12,
            "observations": 12
          },
          {
            "key": "development/clean/passive/agent",
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            "correct": 12,
            "observations": 12
          },
          {
            "key": "development/clean/passive/patient",
            "accuracy": 1.0,
            "correct": 12,
            "observations": 12
          },
          {
            "key": "development/clean/object_relative/agent",
            "accuracy": 1.0,
            "correct": 12,
            "observations": 12
          },
          {
            "key": "development/clean/object_relative/patient",
            "accuracy": 1.0,
            "correct": 12,
            "observations": 12
          },
          {
            "key": "development/clean/passive_relative/agent",
            "accuracy": 0.0,
            "correct": 0,
            "observations": 12
          },
          {
            "key": "development/clean/passive_relative/patient",
            "accuracy": 0.9166666666666666,
            "correct": 11,
            "observations": 12
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        ],
        "source": "v4/results/comparison-20261009/audit.json",
        "locator": {
          "array": "runs",
          "select": {
            "run": "v4-12b-20261009-02"
          },
          "field": "accuracy"
        },
        "note": "Accuratezza di singole risposte. Gate più severo: entrambe le inversioni corrette per famiglia; non confondere le due percentuali."
      },
      {
        "run": "v4-27b-20261009-01",
        "model": "google/gemma-3-27b-pt",
        "condition": "clean",
        "split": "development",
        "strata": [
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            "correct": 12,
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          {
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            "correct": 12,
            "observations": 12
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            "correct": 12,
            "observations": 12
          },
          {
            "key": "development/clean/object_relative/agent",
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            "correct": 12,
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          },
          {
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          },
          {
            "key": "development/clean/passive_relative/agent",
            "accuracy": 0.25,
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          },
          {
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        ],
        "source": "v4/results/comparison-20261009/audit.json",
        "locator": {
          "array": "runs",
          "select": {
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          "field": "accuracy"
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        "note": "Accuratezza di singole risposte. Gate più severo: entrambe le inversioni corrette per famiglia; non confondere le due percentuali."
      }
    ]
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      "interventions": 3456,
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        "unit": "Errore relativo della norma, frazione; moltiplicare per 100 per percentuale.",
        "source": "v3/results/npz-v3-20261008-01/audit.json",
        "locator": {
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      "dtype": "float32",
      "cross_test_choice_flips": 0,
      "cross_test_observations": 48,
      "checks": {
        "passed": true,
        "source_files": 18,
        "baselines": 192,
        "interventions": 576,
        "gate_chronology": true,
        "independent_gate": true,
        "raw_effects_checked": true,
        "maximum_identity_error": 0.0,
        "maximum_relative_norm_error": 8.559525273010848e-07
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      },
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      }
    ]
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    "v3_and_bridge_audits_equal_archived": true,
    "method": "v3.analyze.audit e v3.bridge12.analyze.audit ricalcolati da observations.jsonl; nessuna inferenza nuova."
  },
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      "sha256": "2a57c158ce407430d42c7e5aad0cfa0ffe536206346cb4e9ab219c4cfab2f559"
    },
    {
      "path": "v1/research/results/legacy-audit.json",
      "sha256": "1d58073603ba636de31455e16f56bd1ce66d1b9801fc614b88baf9dd8680ecae"
    },
    {
      "path": "v2/results/robustness-20261008.json",
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    },
    {
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    },
    {
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      "sha256": "ed5edbac1e105ce4cc25ce91b4adb8ec1148835e0d54f2c5a4f796ea875b35eb"
    },
    {
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    {
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      "sha256": "66286e92074ff8729e18177c14ca5588c6fae072a8a015ce3862c03853af0bab"
    },
    {
      "path": "v3/scale/results/comparison-20261009/comparison.json",
      "sha256": "130d83cf4e24cf42cccca8b8ae63ff4549a8f00e68606733883f4b541400e442"
    },
    {
      "path": "v3/bridge12/results/bridge12-20261009-01/observations.jsonl",
      "sha256": "1b956016c34938e8df5e3090eef1f2f1e89d963cf42f8170b8cc84e0444ab601"
    },
    {
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      "sha256": "b9888e83e0483d349430051e6b1034ec1905a7f9d0ee1411a3c1bcea7140a7c2"
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    {
      "path": "v3/bridge/analyze.py",
      "sha256": "d4340a153edebd30c5d176046afa809ef8a266ad824f73a9e58d2b143acc1c11"
    }
  ],
  "inference_dates_scope": "Le date 2026-10-08 e 2026-10-09 descrivono i nuovi esperimenti V3 e V4 originali. Non attribuiscono queste date ai dati storici V1/V2, la cui provenienza e metrica sono documentate in tables.legacy_v1_v2 e nelle rispettive fonti."
}
