{
  "experiment": "A76 candidate-specific observation residual audit",
  "protocol": {
    "source_a51": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a51_10case_topology_carrier_readiness/analysis.json",
    "source_a73": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a73_per_region_lambda_pareto/analysis.json",
    "source_a75": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a75_observation_conditioned_ranker_audit/analysis.json",
    "selection_uses_gt": false,
    "retrospective_validation_uses_gt": true,
    "resolution": 96,
    "surface_samples_per_candidate": 24000,
    "raster_samples_per_candidate": 24000,
    "occlusion_tolerance": 0.012,
    "limitation": "A76 uses a lightweight render/sample budget for 77 A73 candidates. It is a candidate-specific residual audit, not a full retraining or sampler-time method."
  },
  "aggregate": {
    "active_case_count": 3,
    "ten_case_count": 10,
    "candidate_count": 77,
    "surface_samples_per_candidate": 24000,
    "raster_samples_per_candidate": 24000,
    "selectors": {
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        "selected_count": 3,
        "pareto_selected_count": 0,
        "nonzero_count": 3,
        "local_damage_count": 0,
        "mean_delta_chamfer_10case": -1.679208583985209e-05,
        "mean_delta_fscore_10case": 0.000585376395864215,
        "mean_joint_score_10case": -6.362219750898929e-05,
        "gap_to_a73_oracle_joint": 0.00024524344758054687,
        "gap_to_a53_reference_joint": 0.0003212280328526573,
        "selected_candidates": {
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            "delta_chamfer_vs_carrier": 2.2326982426060238e-05,
            "delta_fscore_vs_carrier": 0.00012573363296203288,
            "joint_score": 1.2268291789097608e-05,
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            "local_damage_flag": false,
            "on_pareto_front": false
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            "candidate_observation_risk": 7.988875462391389e-05,
            "local_damage_flag": false,
            "on_pareto_front": false
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            "candidate": "probe_v0.250_c1.250_r0.500",
            "delta_chamfer_vs_carrier": -4.262029952017965e-07,
            "delta_fscore_vs_carrier": 0.000533487812939798,
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        "nonzero_count": 3,
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        "gap_to_a73_oracle_joint": 0.0002960087765186283,
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            "delta_chamfer_vs_carrier": 6.990755611291366e-05,
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        "nonzero_count": 3,
        "local_damage_count": 0,
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        "mean_delta_fscore_10case": 0.0003120395100531997,
        "mean_joint_score_10case": -2.186374361526899e-05,
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            "joint_score": 1.2268291789097608e-05,
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          "gso_008_input4": {
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            "delta_chamfer_vs_carrier": -4.262029952017965e-07,
            "delta_fscore_vs_carrier": 0.000533487812939798,
            "joint_score": -4.310522803038563e-05,
            "delta_mvd_vs_carrier": -0.0001508140228653268,
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      "hard_lambda_1": {
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      "a73_weak_proxy": {
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        "selected_candidates": {
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    "a75_conservative_joint_score_10case": -0.0002839412884980385,
    "a73_hard_joint_score_10case": -0.00015062746964978867,
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    "recommended_next_signal": "Candidate-specific observation residuals are now materialized. If the best no-GT selector still trails the A75 case-state router, the next step is not more post-hoc ranking but sampler-time regional observation guidance with candidate-specific damage penalties."
  },
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  "conclusion": "A76 materializes candidate-specific MV/per-region residuals for all A73 lambda candidates. The result determines whether observation residuals can rank candidates directly or whether they should be used as sampler-time regional guidance."
}