{
  "experiment": "A73 per-region lambda Pareto feasibility",
  "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_a67": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a67_per_region_vertex_damping_audit/analysis.json",
    "source_a68": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a68_adaptive_lambda_router_audit/analysis.json",
    "source_a71": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a71_same_evaluator_adaptive_router_audit/analysis.json",
    "source_a72": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a72_continuous_lambda_sweep/analysis.json",
    "type": "same-topology per-region lambda candidate sweep",
    "regions": [
      "surface_improved",
      "surface_conflict",
      "surface_neutral",
      "unobserved_closable"
    ],
    "selection_uses_gt": false,
    "oracle_validation_uses_gt": true,
    "samples": 14000,
    "seed": 73,
    "limitation": "Candidate set is structured but not exhaustive over 4D lambda space; still retrospective rather than sampler-time generation."
  },
  "aggregate": {
    "active_case_count": 3,
    "ten_case_count": 10,
    "samples": 14000,
    "candidate_count_per_case": {
      "gso_000_input4": 25,
      "gso_002_input4": 26,
      "gso_008_input4": 26
    },
    "cases_with_joint_headroom_vs_hard": 3,
    "cases_with_chamfer_headroom_vs_hard": 3,
    "proxy_nonzero_cases": 3,
    "mean_hard_delta_chamfer_10case": -8.919863608208289e-05,
    "mean_hard_delta_fscore_10case": 0.0007678604195963223,
    "mean_hard_joint_10case": -0.00015062746964978867,
    "mean_oracle_joint_delta_chamfer_10case": -0.00021071275096757325,
    "mean_oracle_joint_delta_fscore_10case": 0.0012269111765245365,
    "mean_oracle_joint_score_10case": -0.00030886564508953617,
    "mean_proxy_delta_chamfer_10case": -8.858090957966635e-06,
    "mean_proxy_delta_fscore_10case": 0.0002588703647283558,
    "mean_proxy_joint_10case": -2.9567720136235098e-05,
    "a72_oracle_joint_delta_chamfer_10case": -0.00022570628170788114,
    "a72_oracle_joint_delta_fscore_10case": 0.000976755306165486,
    "a72_oracle_joint_score_10case": -0.00030384670620112,
    "a71_a53_delta_chamfer_10case": -0.00026892608090207243,
    "a71_a53_delta_fscore_10case": 0.0014490518682446774,
    "a71_a52_delta_fscore_10case": 0.0021163297687085665,
    "recommended_next_signal": "If per-region oracle beats scalar lambda but weak proxy remains imperfect, fit a ranking predictor over the Pareto frontier rather than a hard threshold router."
  },
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      "output_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a73_per_region_lambda_pareto/gso_008_input4/mesh_probe_v0p250_c1p250_r0p500.obj",
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      "case_id": "gso_008_input4",
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      "candidate": "a68_policy_template_coverage",
      "lambdas": {
        "surface_improved": 0.08,
        "surface_conflict": 0.125,
        "surface_neutral": 0.08,
        "unobserved_closable": 0.04
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      "output_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a73_per_region_lambda_pareto/gso_008_input4/mesh_a68_policy_template_coverage.obj",
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    }
  ],
  "conclusion": [
    "A73 tests whether per-region lambda provides more headroom than scalar lambda before training a predictor.",
    "All candidates preserve topology by same-topology vertex interpolation with A51 vertex labels.",
    "The key evidence is whether per-region oracle improves over A72 scalar oracle and whether a weak regional proxy can select nonzero useful candidates."
  ]
}