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      "selected_variant": "gt_oracle_iter008",
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      "selected_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a58_multiview_render_consistency/gso_008_input4/iter008_outward.obj",
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      "case_id": "gso_009_input4",
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      "selected_variant": "carrier_control",
      "selected_reason": "carrier baseline",
      "selected_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a51_10case_topology_carrier_readiness/gso_009_input4/carrier_repair_hybrid.obj",
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      "a51_route": "ready_but_defer_low_conflict",
      "selected_variant": "carrier_control",
      "selected_reason": "A52 routed depth-sign selector",
      "selected_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a52_routed_10case_depth_sign_residual/gso_009_input4/mesh_carrier_control.obj",
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      "selected_variant": "carrier_control",
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      "selected_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a51_10case_topology_carrier_readiness/gso_009_input4/carrier_repair_hybrid.obj",
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      "selected_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a51_10case_topology_carrier_readiness/gso_009_input4/carrier_repair_hybrid.obj",
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      "selected_variant": "carrier_control",
      "selected_reason": "ready_but_defer_low_conflict; no A58 active edit",
      "selected_obj": "/home/jiachen/TRELLIS/experiments/nonorthogonal_gpt_orthoview/outputs/data_survey/vggt_spatial_adapter/support_guidance_a51_10case_topology_carrier_readiness/gso_009_input4/carrier_repair_hybrid.obj",
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    "active_case_count": 3,
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        "case_count": 10,
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    "ranked_by_chamfer": [
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        "method": "carrier_all",
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          "gt_oracle_iter008": 2
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        "mean_chamfer": 0.08218551306186257,
        "mean_fscore_5pct": 0.4397160877426976,
        "mean_delta_chamfer_vs_carrier": 3.548516062957669e-05,
        "mean_delta_fscore_vs_carrier": 0.0016137889032191433,
        "active_mean_delta_chamfer_vs_carrier": 0.00011828386876525561,
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          "mv_stop_iter003": 1
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        "mean_delta_chamfer_vs_carrier": 0.00017450384818411616,
        "mean_delta_fscore_vs_carrier": -0.000751706666679075,
        "active_mean_delta_chamfer_vs_carrier": 0.0005816794939470538,
        "active_mean_delta_fscore_vs_carrier": -0.00250568888893025,
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        "method": "a58_mv_budget_router",
        "case_count": 10,
        "selected_variant_counts": {
          "carrier_control": 7,
          "mv_budget_iter001": 1,
          "mv_budget_iter005": 1,
          "mv_budget_iter008": 1
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        "mean_chamfer": 0.08232949523976776,
        "mean_fscore_5pct": 0.4386907873935223,
        "mean_delta_chamfer_vs_carrier": 0.00017946733853477643,
        "mean_delta_fscore_vs_carrier": 0.0005884885540438228,
        "active_mean_delta_chamfer_vs_carrier": 0.000598224461782588,
        "active_mean_delta_fscore_vs_carrier": 0.0019616285134794096,
        "watertight_rate": 1.0,
        "mean_faces": 443225.8
      }
    ],
    "ranked_by_fscore": [
      {
        "method": "active_gt_oracle_upper_bound",
        "case_count": 10,
        "selected_variant_counts": {
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          "gt_oracle_iter003": 1,
          "gt_oracle_iter008": 2
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        "mean_chamfer": 0.08218551306186257,
        "mean_fscore_5pct": 0.4397160877426976,
        "mean_delta_chamfer_vs_carrier": 3.548516062957669e-05,
        "mean_delta_fscore_vs_carrier": 0.0016137889032191433,
        "active_mean_delta_chamfer_vs_carrier": 0.00011828386876525561,
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        "watertight_rate": 1.0,
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      },
      {
        "method": "a52_original",
        "case_count": 10,
        "selected_variant_counts": {
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          "depth_outward_only": 1,
          "depth_signed_strong": 2
        },
        "mean_chamfer": 0.0820314463455141,
        "mean_fscore_5pct": 0.4396179468959488,
        "mean_delta_chamfer_vs_carrier": -0.00011858155571888781,
        "mean_delta_fscore_vs_carrier": 0.001515648056470331,
        "active_mean_delta_chamfer_vs_carrier": -0.00039740389633099077,
        "active_mean_delta_fscore_vs_carrier": 0.005058208053421757,
        "watertight_rate": 1.0,
        "mean_faces": 443225.8
      },
      {
        "method": "a53_saturation_guard",
        "case_count": 10,
        "selected_variant_counts": {
          "carrier_control": 8,
          "depth_signed_strong": 2
        },
        "mean_chamfer": 0.08189034491324663,
        "mean_fscore_5pct": 0.43921128504248064,
        "mean_delta_chamfer_vs_carrier": -0.0002596829879863531,
        "mean_delta_fscore_vs_carrier": 0.0011089862030021712,
        "active_mean_delta_chamfer_vs_carrier": -0.0008677420038892084,
        "active_mean_delta_fscore_vs_carrier": 0.003702668541861224,
        "watertight_rate": 1.0,
        "mean_faces": 443225.8
      },
      {
        "method": "a58_mv_budget_router",
        "case_count": 10,
        "selected_variant_counts": {
          "carrier_control": 7,
          "mv_budget_iter001": 1,
          "mv_budget_iter005": 1,
          "mv_budget_iter008": 1
        },
        "mean_chamfer": 0.08232949523976776,
        "mean_fscore_5pct": 0.4386907873935223,
        "mean_delta_chamfer_vs_carrier": 0.00017946733853477643,
        "mean_delta_fscore_vs_carrier": 0.0005884885540438228,
        "active_mean_delta_chamfer_vs_carrier": 0.000598224461782588,
        "active_mean_delta_fscore_vs_carrier": 0.0019616285134794096,
        "watertight_rate": 1.0,
        "mean_faces": 443225.8
      },
      {
        "method": "carrier_all",
        "case_count": 10,
        "selected_variant_counts": {
          "carrier_control": 10
        },
        "mean_chamfer": 0.08215002790123299,
        "mean_fscore_5pct": 0.4381022988394785,
        "mean_delta_chamfer_vs_carrier": 0.0,
        "mean_delta_fscore_vs_carrier": 0.0,
        "active_mean_delta_chamfer_vs_carrier": 0.0,
        "active_mean_delta_fscore_vs_carrier": 0.0,
        "watertight_rate": 1.0,
        "mean_faces": 443225.8
      },
      {
        "method": "a58_mv_stop_improving_router",
        "case_count": 10,
        "selected_variant_counts": {
          "carrier_control": 7,
          "mv_stop_iter002": 2,
          "mv_stop_iter003": 1
        },
        "mean_chamfer": 0.0823245317494171,
        "mean_fscore_5pct": 0.4373505921727994,
        "mean_delta_chamfer_vs_carrier": 0.00017450384818411616,
        "mean_delta_fscore_vs_carrier": -0.000751706666679075,
        "active_mean_delta_chamfer_vs_carrier": 0.0005816794939470538,
        "active_mean_delta_fscore_vs_carrier": -0.00250568888893025,
        "watertight_rate": 1.0,
        "mean_faces": 443225.8
      }
    ],
    "recommended_method": "a58_mv_budget_router",
    "recommended_delta_chamfer_vs_carrier": 0.00017946733853477643,
    "recommended_delta_fscore_vs_carrier": 0.0005884885540438228,
    "recommended_active_delta_chamfer_vs_carrier": 0.000598224461782588,
    "recommended_active_delta_fscore_vs_carrier": 0.0019616285134794096,
    "delta_chamfer_vs_a53": 0.00043915032652112955,
    "delta_fscore_vs_a53": -0.0005204976489583484
  },
  "conclusion": {
    "status": "mv_consistency_router_10case_probe",
    "summary": "A59 evaluated 6 methods on 10 cases. A58 MV budget router mean ΔChamfer=0.00017946733853477643 and ΔF@5=0.0005884885540438228."
  }
}