{
  "experiment": "A57 proxy-driven adaptive stopping",
  "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_a56": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a56_iterative_depth_refinement/analysis.json",
    "max_iters": 8,
    "selection_uses_gt": false,
    "retrospective_validation_uses_gt": true,
    "novelty": "A56 showed depth residual is a flat landscape that fires convergence too early. A57 replaces the stopping criterion: instead of depth residual plateau, use surface proxy drift (conflict_p95, combined proxy) relative to carrier. The hypothesis is that proxy drift deteriorates before depth residual plateaus, correctly selecting iter 1 instead of iter 2."
  },
  "case_results": [
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    "recommended_criterion": "gt_chamfer_oracle"
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  "conclusion": {
    "status": "proxy_stopping_probe",
    "summary": "A57 tested 5 stopping criteria on 3 cases."
  }
}