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      "factor": "beneficio_personal",
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    {
      "factor": "reconocimiento_individual",
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    {
      "factor": "protagonista",
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  ],
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    "llama3.2:3b": {
      "generic_positivity_halo": false,
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      "generic_positivity_halo": false,
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      "pearson_love_moral_value": 0.349,
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    "llama3.2:3b": {
      "classification_score_contradictions": 0,
      "contradiction_rate": 0.0,
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    },
    "qwen2.5:3b": {
      "classification_score_contradictions": 0,
      "contradiction_rate": 0.0,
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    "qwen2.5:7b": {
      "classification_score_contradictions": 5,
      "contradiction_rate": 0.0481,
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  },
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    "llama3.2:3b": {
      "anchor_gate_failed": true,
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      "halo_gate_failed": false,
      "stability_gate_failed": true
    },
    "qwen2.5:3b": {
      "anchor_gate_failed": true,
      "gradients_interpretable": false,
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      "stability_gate_failed": true
    },
    "qwen2.5:7b": {
      "anchor_gate_failed": false,
      "gradients_interpretable": true,
      "halo_gate_failed": false,
      "stability_gate_failed": false
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    {
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      "mean_absolute_difference": null,
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      "model_b": "qwen2.5:3b",
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    },
    {
      "cosine_similarity": null,
      "mean_absolute_difference": 0.0,
      "model_a": "llama3.2:3b",
      "model_b": "qwen2.5:7b",
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    },
    {
      "cosine_similarity": null,
      "mean_absolute_difference": 0.0,
      "model_a": "qwen2.5:3b",
      "model_b": "qwen2.5:7b",
      "shared_slots": 2
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      "estados_parseo": {
        "schema_invalid": 101,
        "valid": 7
      },
      "n_invalidas": 101,
      "n_respuestas": 108,
      "n_validas": 7
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      "estados_parseo": {
        "schema_invalid": 93,
        "valid": 15
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      "n_invalidas": 93,
      "n_respuestas": 108,
      "n_validas": 15
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      "estados_parseo": {
        "schema_invalid": 4,
        "valid": 104
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      "n_invalidas": 4,
      "n_respuestas": 108,
      "n_validas": 104
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  "n_valid_responses": 126,
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    "llama3.2:3b": {
      "difference_ia_minus_humano": null,
      "humano": 0.0,
      "ia": null,
      "n": {
        "humano": 1,
        "ia": 0
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    },
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      "difference_ia_minus_humano": null,
      "humano": null,
      "ia": 0.0,
      "n": {
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        "ia": 1
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    },
    "qwen2.5:7b": {
      "difference_ia_minus_humano": -27.0,
      "humano": 27.0,
      "ia": 0.0,
      "n": {
        "humano": 5,
        "ia": 5
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    }
  },
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        "extremo": null,
        "moderado": null,
        "ninguno": 0.0
      },
      "u_inverted_direction": false
    },
    "qwen2.5:3b": {
      "medians": {
        "extremo": null,
        "moderado": null,
        "ninguno": 0.0
      },
      "u_inverted_direction": false
    },
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      "medians": {
        "extremo": 0.0,
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      "u_inverted_direction": false
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  },
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    "effects": "Solo S001-S018, condicion A, repeticion 1. Controles, anclas y retest no entran a efectos principales.",
    "incomplete_retest_triads": "Las triadas incompletas se conservan como null; no se calcula desacuerdo para ellas y fallan conservadoramente la compuerta de estabilidad.",
    "inference": "No se calculan p-valores ni se declara significancia en el piloto.",
    "interpretive_ceiling": "Bajo esta plantilla, en espanol, estos modelos atribuyen; no se infiere representacion interna, comprension o sentimiento.",
    "next_phase": "Una extension foldover, pares minimos y parafraseo deben preceder interacciones confirmatorias.",
    "primary_outcome": "scores.amor; classification is secondary.",
    "semantic_limit": "Las explicaciones se agrupan por TF-IDF lexico determinista, no por juicio de otra IA.",
    "unit": "El escenario es la unidad independiente; los encuadres son medidas repetidas."
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        },
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          "scenario_id": "S008"
        },
        {
          "n": 0,
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          "scenario_id": "S012"
        },
        {
          "n": 0,
          "pairwise_disagreement": null,
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      ],
      "threshold": 0.35,
      "unstable": true
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    "qwen2.5:3b": {
      "complete": false,
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      "median_pairwise_absolute_love_difference": null,
      "pairwise_disagreement": null,
      "scenario_results": [
        {
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          "scenario_id": "S002"
        },
        {
          "n": 0,
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          "scenario_id": "S003"
        },
        {
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          "pairwise_disagreement": null,
          "scenario_id": "S004"
        },
        {
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          "pairwise_disagreement": null,
          "scenario_id": "S008"
        },
        {
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          "pairwise_disagreement": null,
          "scenario_id": "S012"
        },
        {
          "n": 0,
          "pairwise_disagreement": null,
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      ],
      "threshold": 0.35,
      "unstable": true
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    "qwen2.5:7b": {
      "complete": true,
      "incomplete_triad_convention": "conservative_null_fails_stability_gate",
      "median_pairwise_absolute_love_difference": 0.0,
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        {
          "love_score_range": 0.0,
          "n": 3,
          "pairwise_disagreement": 0.0,
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        },
        {
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          "n": 3,
          "pairwise_disagreement": 0.0,
          "scenario_id": "S003"
        },
        {
          "love_score_range": 0.0,
          "n": 3,
          "pairwise_disagreement": 0.0,
          "scenario_id": "S004"
        },
        {
          "love_score_range": 0.0,
          "n": 3,
          "pairwise_disagreement": 0.0,
          "scenario_id": "S008"
        },
        {
          "love_score_range": 0.0,
          "n": 3,
          "pairwise_disagreement": 0.0,
          "scenario_id": "S012"
        },
        {
          "love_score_range": 0.0,
          "n": 3,
          "pairwise_disagreement": 0.0,
          "scenario_id": "S015"
        }
      ],
      "threshold": 0.35,
      "unstable": false
    }
  },
  "third_party_vs_self_reference": {
    "llama3.2:3b": {
      "A_direct": 0.0,
      "B_direct": 0.0,
      "C_blind": null,
      "C_reveal": 0.0
    },
    "qwen2.5:3b": {
      "A_direct": 0.0,
      "B_direct": 0.0,
      "C_blind": 6.6667,
      "C_reveal": 6.6667
    },
    "qwen2.5:7b": {
      "A_direct": 7.5,
      "B_direct": 13.2353,
      "C_blind": 15.5556,
      "C_reveal": 17.0588
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  },
  "wording_and_single_variable_sensitivity": [
    {
      "classification_changed": false,
      "confidence_mean": 82.5,
      "control_id": "C001",
      "control_type": "single_variable",
      "framing": "B",
      "love_score_absolute_change": 20.0,
      "model": "qwen2.5:7b",
      "parent_id": "S006",
      "stage": "direct"
    },
    {
      "classification_changed": false,
      "confidence_mean": 80.0,
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      "control_type": "single_variable",
      "framing": "C",
      "love_score_absolute_change": 0.0,
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    },
    {
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      "framing": "C",
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