Refresh CTT summary with K16 env_clip rows

workspace/runs/summary_ctt.csv

@@ -1,12 +1,32 @@
 method,run_path,clean,status,gate,base_success,success,proposal_oracle,hidden_oracle,support_gap,selector_gap,success_support_gap,success_selector_gap,outcome_ptr,pptc_0p20,pptc_0p40,negative_near_0p20,calibration_ece,seeds,ci
 V0 residual transport diagnostic,runs/reproduce_v0,yes,measured diagnostic baseline,legacy diagnostic,0.2974,0.3890,0.4435,n/a,0.1264,0.0545,0.1264,0.0545,n/a,0.2366,0.5269,0.0533,n/a,3,see run
 CTT residual validation measured aggregate,runs/ctt_base_context_obj_val_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2029,0.3816,0.6667,0.5369,0.3501,0.2947,0.1787,0.5024,n/a,n/a,n/a,0.2110,3,see measured_metrics
+CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_envclip_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
 CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
+CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_basic_success_envclip_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
 CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_context_success_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
+CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_envclip_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
 CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
+CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_success_envclip_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
+CTT residual base-context-observation,runs/ctt_base_context_obs_nonlinear_dominance_source_positive_envclip_train_to_test,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,120,see run
+CTT residual test measured aggregate,runs/ctt_base_context_obs_test_envclip_k16_rollout_comparison,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2778,0.5694,0.7292,0.3761,0.5587,0.2014,0.2917,0.5486,n/a,n/a,n/a,0.1911,3,see measured_metrics
+CTT residual test measured aggregate,runs/ctt_base_context_obs_test_envclip_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.2361,0.4792,0.7292,0.5381,0.4766,0.2917,0.2431,0.5069,n/a,n/a,n/a,0.2255,3,see measured_metrics
+CTT residual test measured aggregate,runs/ctt_base_context_obs_test_noclip_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2500,0.2500,0.5000,0.7292,0.5023,0.4841,0.2708,0.2500,0.5417,n/a,n/a,n/a,0.2204,3,see measured_metrics
+CTT residual test measured aggregate,runs/ctt_base_context_obs_test_perdim_trainmax_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.1181,0.2222,0.7292,0.9091,0.2055,0.5139,0.1042,0.3611,n/a,n/a,n/a,0.2051,3,see measured_metrics
 CTT residual test measured aggregate,runs/ctt_base_context_obs_test_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2708,0.5139,0.7292,0.4885,0.4814,0.2639,0.2431,0.5347,n/a,n/a,n/a,0.2247,3,see measured_metrics
+CTT residual test measured aggregate,runs/ctt_base_context_obs_test_scaled0215_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2292,0.0903,0.1667,0.7292,0.9832,0.1482,0.5625,0.0764,0.3750,n/a,n/a,n/a,0.2134,3,see measured_metrics
+CTT residual test measured aggregate,runs/ctt_base_context_obs_test_tanh_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.2500,0.3819,0.7292,0.6913,0.2618,0.3681,0.1319,0.4167,n/a,n/a,n/a,0.2061,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_train_cal_envclip_k16_rollout_comparison,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2778,0.2477,0.5370,0.6597,0.3547,0.5430,0.1759,0.2894,0.5463,n/a,n/a,n/a,0.1987,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_train_cal_envclip_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2778,0.2546,0.4722,0.6597,0.4570,0.4219,0.2315,0.2176,0.4907,n/a,n/a,n/a,0.2258,3,see measured_metrics
 CTT residual validation measured aggregate,runs/ctt_base_context_obs_train_cal_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2778,0.2546,0.4722,0.6597,0.4570,0.4219,0.2315,0.2176,0.4907,n/a,n/a,n/a,0.2258,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_train_cal_tanh_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3056,0.2245,0.3634,0.6597,0.6613,0.2658,0.3333,0.1389,0.3773,n/a,n/a,n/a,0.2085,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_val_envclip_k16_rollout_comparison,yes,measured rollout K=16,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2464,0.4638,0.6667,0.4147,0.4287,0.2174,0.2174,0.5362,n/a,n/a,n/a,0.1910,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_val_envclip_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2222,0.4155,0.6667,0.5041,0.3733,0.2657,0.1932,0.5024,n/a,n/a,n/a,0.2341,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_val_noclip_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2899,0.2271,0.4106,0.6667,0.5198,0.3579,0.2754,0.1836,0.4541,n/a,n/a,n/a,0.2342,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_val_perdim_trainmax_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2754,0.0918,0.1691,0.6667,0.9012,0.1352,0.4976,0.0773,0.3043,n/a,n/a,n/a,0.2005,3,see measured_metrics
 CTT residual validation measured aggregate,runs/ctt_base_context_obs_val_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2415,0.4058,0.6667,0.5080,0.3118,0.2754,0.1643,0.5024,n/a,n/a,n/a,0.2175,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_val_scaled0215_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.1594,0.0676,0.1208,0.6667,0.9783,0.0870,0.5459,0.0531,0.2754,n/a,n/a,n/a,0.2070,3,see measured_metrics
+CTT residual validation measured aggregate,runs/ctt_base_context_obs_val_tanh_rollout_comparison,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2754,0.2126,0.3671,0.6667,0.5935,0.2974,0.3092,0.1546,0.4251,n/a,n/a,n/a,0.2238,3,see measured_metrics
 CTT gated residual,runs/ctt_gated_residual_full_seed0,yes,train,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,unknown,see run
 CTT gated residual,runs/ctt_gated_residual_full_seed0_val_proxy,yes,proxy,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,0.2319,0.5797,0.0512,n/a,47,see run
 CTT gated residual,runs/ctt_gated_residual_full_seed1,yes,train,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,unknown,see run
@@ -35,15 +55,69 @@ CTT residual base-context-observation,runs/ctt_residual_base_context_obs_obj_see
 CTT residual base-context-observation,runs/ctt_residual_base_context_obs_obj_seed2_val_proxy,yes,proxy feature=base_context_obs_obj,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,0.2464,0.6522,0.0521,n/a,47,see run
 CTT residual base-context-observation,runs/ctt_residual_base_context_obs_obj_smoke_seed0,yes,train feature=base_context_obs_obj,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,unknown,see run
 CTT residual base-context-observation,runs/ctt_residual_base_context_obs_obj_smoke_seed0_val_proxy,yes,proxy feature=base_context_obs_obj,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,0.0000,0.3750,0.0000,n/a,8,see run
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_safety_envclip_direct_retry2_seed0,yes,measured rollout K=2,"fail:selected<47.45,oracle<50,seeds<3",0.0000,0.0000,0.0000,0.0000,0.0657,0.0000,0.0000,0.0000,1.0000,n/a,n/a,n/a,0.4307,1,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_safety_noclip_smoke_direct_seed0,yes,measured rollout K=2,"fail:selected<47.45,oracle<50,seeds<3",0.0000,0.0000,0.0000,0.0000,0.0098,0.0000,0.0000,0.0000,1.0000,n/a,n/a,n/a,0.4307,1,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_safety_scaled0215_smoke_direct_seed0,yes,measured rollout K=2,"fail:selected<47.45,oracle<50,seeds<3",0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,1.0000,n/a,n/a,n/a,0.4307,1,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_safety_scaled0215_smoke_seed0,yes,measured rollout K=2,"fail:selected<47.45,oracle<50,seeds<3",0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,1.0000,n/a,n/a,n/a,0.4307,1,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_safety_smoke_direct_seed0,yes,measured rollout K=2,"fail:selected<47.45,oracle<50,seeds<3",0.0000,0.0000,0.0000,0.0000,0.0657,0.0000,0.0000,0.0000,1.0000,n/a,n/a,n/a,0.4307,1,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_safety_smoke_seed0,yes,measured rollout K=2,"fail:selected<47.45,oracle<50,seeds<3",0.0000,0.0000,0.0000,0.0000,0.0657,0.0000,0.0000,0.0000,1.0000,n/a,n/a,n/a,0.4307,1,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_safety_tanh_smoke_seed0,yes,measured rollout K=2,"fail:selected<47.45,oracle<50,seeds<3",0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,0.0000,1.0000,n/a,n/a,n/a,0.4307,1,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_envclip_k16_seed0,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2708,0.5625,0.7292,0.4054,0.5669,0.2083,0.2917,0.5000,n/a,n/a,n/a,0.2287,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_envclip_k16_seed1,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2917,0.6042,0.7292,0.3066,0.5818,0.1667,0.3125,0.5833,n/a,n/a,n/a,0.1734,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_envclip_k16_seed2,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2708,0.5417,0.7292,0.4164,0.5274,0.2292,0.2708,0.5625,n/a,n/a,n/a,0.1713,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_envclip_seed0,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2292,0.5208,0.7292,0.4778,0.5624,0.2500,0.2917,0.4583,n/a,n/a,n/a,0.2485,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_envclip_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.2500,0.4375,0.7292,0.6083,0.3729,0.3333,0.1875,0.5625,n/a,n/a,n/a,0.2186,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_envclip_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.2292,0.4792,0.7292,0.5281,0.4946,0.2917,0.2500,0.5000,n/a,n/a,n/a,0.2093,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_noclip_seed0,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2500,0.2500,0.5417,0.7292,0.4547,0.5455,0.2292,0.2917,0.4792,n/a,n/a,n/a,0.2489,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_noclip_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2500,0.2708,0.4792,0.7292,0.5288,0.4092,0.2917,0.2083,0.6042,n/a,n/a,n/a,0.2156,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_noclip_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2500,0.2292,0.4792,0.7292,0.5236,0.4974,0.2917,0.2500,0.5417,n/a,n/a,n/a,0.1968,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.1250,0.1875,0.7292,0.9531,0.1392,0.5417,0.0625,0.2708,n/a,n/a,n/a,0.2102,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.1042,0.2500,0.7292,0.9044,0.2614,0.5000,0.1458,0.4167,n/a,n/a,n/a,0.2128,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.1250,0.2292,0.7292,0.8699,0.2158,0.5000,0.1042,0.3958,n/a,n/a,n/a,0.1925,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_scaled0215_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2292,0.0833,0.1250,0.7292,1.0530,0.0947,0.6042,0.0417,0.3542,n/a,n/a,n/a,0.2223,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_scaled0215_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2292,0.1042,0.2292,0.7292,0.9000,0.2012,0.5000,0.1250,0.3958,n/a,n/a,n/a,0.2127,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_scaled0215_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2292,0.0833,0.1458,0.7292,0.9966,0.1487,0.5833,0.0625,0.3750,n/a,n/a,n/a,0.2051,40,see measured_metrics
 CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_seed0,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2500,0.5417,0.7292,0.4736,0.5645,0.2500,0.2917,0.4792,n/a,n/a,n/a,0.2485,40,see measured_metrics
 CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_seed1,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2917,0.5000,0.7292,0.5097,0.3980,0.2708,0.2083,0.5625,n/a,n/a,n/a,0.2274,40,see measured_metrics
 CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_seed2,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2708,0.5000,0.7292,0.4822,0.4816,0.2708,0.2292,0.5625,n/a,n/a,n/a,0.1980,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_tanh_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.2500,0.4583,0.7292,0.6069,0.3875,0.3125,0.2083,0.4167,n/a,n/a,n/a,0.2189,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_tanh_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.2292,0.2917,0.7292,0.8221,0.1270,0.4375,0.0625,0.4167,n/a,n/a,n/a,0.2193,40,see measured_metrics
+CTT residual test measured,runs/ctt_residual_base_context_obs_rollout_test_tanh_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3333,0.2708,0.3958,0.7292,0.6448,0.2709,0.3542,0.1250,0.4167,n/a,n/a,n/a,0.1800,40,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_k16_seed0,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2778,0.2222,0.5139,0.6597,0.3825,0.5553,0.1944,0.2917,0.5208,n/a,n/a,n/a,0.2130,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_k16_seed1,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2778,0.2639,0.5417,0.6597,0.3515,0.5162,0.1736,0.2778,0.5556,n/a,n/a,n/a,0.1941,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_k16_seed2,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2778,0.2569,0.5556,0.6597,0.3300,0.5575,0.1597,0.2986,0.5625,n/a,n/a,n/a,0.1891,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2778,0.2014,0.4375,0.6597,0.4980,0.4566,0.2569,0.2361,0.4514,n/a,n/a,n/a,0.2288,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_seed1,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2778,0.2778,0.5069,0.6597,0.4213,0.4350,0.2083,0.2292,0.5208,n/a,n/a,n/a,0.2342,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2778,0.2847,0.4722,0.6597,0.4519,0.3741,0.2292,0.1875,0.5000,n/a,n/a,n/a,0.2143,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_perdim_trainmax_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2986,0.1042,0.1806,0.6597,0.9239,0.1406,0.5000,0.0764,0.2639,n/a,n/a,n/a,0.2035,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_perdim_trainmax_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2986,0.1042,0.2014,0.6597,0.8548,0.1883,0.4653,0.0972,0.2639,n/a,n/a,n/a,0.2073,93,see measured_metrics
 CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2778,0.2014,0.4375,0.6597,0.4980,0.4566,0.2569,0.2361,0.4514,n/a,n/a,n/a,0.2288,93,see measured_metrics
 CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_seed1,yes,measured rollout K=8,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2778,0.2778,0.5069,0.6597,0.4213,0.4350,0.2083,0.2292,0.5208,n/a,n/a,n/a,0.2342,93,see measured_metrics
 CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2778,0.2847,0.4722,0.6597,0.4519,0.3741,0.2292,0.1875,0.5000,n/a,n/a,n/a,0.2143,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_tanh_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3056,0.2153,0.3681,0.6597,0.6480,0.2952,0.3264,0.1528,0.3750,n/a,n/a,n/a,0.1980,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_tanh_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3056,0.2153,0.3750,0.6597,0.6554,0.2816,0.3264,0.1597,0.3958,n/a,n/a,n/a,0.2205,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_train_cal_tanh_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.3056,0.2431,0.3472,0.6597,0.6805,0.2208,0.3472,0.1042,0.3611,n/a,n/a,n/a,0.2071,93,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_envclip_k16_seed0,yes,measured rollout K=16,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2754,0.2319,0.5072,0.6667,0.3470,0.5278,0.1739,0.2754,0.5362,n/a,n/a,n/a,0.1934,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_envclip_k16_seed1,yes,measured rollout K=16,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2899,0.4638,0.6667,0.4187,0.3478,0.2174,0.1739,0.5507,n/a,n/a,n/a,0.1958,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_envclip_k16_seed2,yes,measured rollout K=16,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2174,0.4203,0.6667,0.4783,0.4106,0.2609,0.2029,0.5217,n/a,n/a,n/a,0.1837,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_envclip_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2029,0.4058,0.6667,0.5266,0.3974,0.2754,0.2029,0.4783,n/a,n/a,n/a,0.2393,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_envclip_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2609,0.4493,0.6667,0.4495,0.3593,0.2319,0.1884,0.5362,n/a,n/a,n/a,0.2463,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_envclip_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2029,0.3913,0.6667,0.5363,0.3631,0.2899,0.1884,0.4928,n/a,n/a,n/a,0.2168,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_noclip_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2899,0.2464,0.4203,0.6667,0.5263,0.3396,0.2754,0.1739,0.4348,n/a,n/a,n/a,0.2360,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_noclip_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2899,0.2609,0.4203,0.6667,0.4968,0.3104,0.2609,0.1594,0.4783,n/a,n/a,n/a,0.2533,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_noclip_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2899,0.1739,0.3913,0.6667,0.5364,0.4236,0.2899,0.2174,0.4493,n/a,n/a,n/a,0.2133,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_perdim_trainmax_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2754,0.0870,0.1594,0.6667,0.9119,0.1276,0.5072,0.0725,0.2319,n/a,n/a,n/a,0.1886,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_perdim_trainmax_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2754,0.0725,0.1884,0.6667,0.8933,0.1751,0.4783,0.1159,0.3478,n/a,n/a,n/a,0.2070,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_perdim_trainmax_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2754,0.1159,0.1594,0.6667,0.8983,0.1028,0.5072,0.0435,0.3333,n/a,n/a,n/a,0.2059,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_scaled0215_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,OutcomePTR<=V0oracle",0.1594,0.0580,0.0870,0.6667,1.0325,0.0508,0.5797,0.0290,0.1884,n/a,n/a,n/a,0.1991,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_scaled0215_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.1594,0.0580,0.1449,0.6667,0.9463,0.1300,0.5217,0.0870,0.3043,n/a,n/a,n/a,0.2090,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_scaled0215_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.1594,0.0870,0.1304,0.6667,0.9560,0.0803,0.5362,0.0435,0.3333,n/a,n/a,n/a,0.2128,47,see measured_metrics
 CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2754,0.4058,0.6667,0.5188,0.2478,0.2754,0.1304,0.5072,n/a,n/a,n/a,0.2208,47,see measured_metrics
 CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2319,0.4638,0.6667,0.4069,0.4133,0.2174,0.2319,0.5217,n/a,n/a,n/a,0.2186,47,see measured_metrics
 CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2174,0.3478,0.6667,0.5983,0.2742,0.3333,0.1304,0.4783,n/a,n/a,n/a,0.2132,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_tanh_seed0,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2754,0.1884,0.3913,0.6667,0.5745,0.3875,0.2899,0.2029,0.3913,n/a,n/a,n/a,0.2282,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_tanh_seed1,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2754,0.2029,0.3623,0.6667,0.6050,0.2930,0.3188,0.1594,0.4928,n/a,n/a,n/a,0.2275,47,see measured_metrics
+CTT residual validation measured,runs/ctt_residual_base_context_obs_rollout_val69_tanh_seed2,yes,measured rollout K=8,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle",0.2754,0.2464,0.3478,0.6667,0.6011,0.2118,0.3188,0.1014,0.3913,n/a,n/a,n/a,0.2158,47,see measured_metrics
 CTT residual base-context-observation,runs/ctt_residual_base_context_obs_seed0,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,unknown,see run
 CTT residual base-context-observation,runs/ctt_residual_base_context_obs_seed0_val_proxy,yes,proxy feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,0.1739,0.5942,0.0202,n/a,47,see run
 CTT residual base-context-observation,runs/ctt_residual_base_context_obs_seed1,yes,train feature=base_context_obs,not measured,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,n/a,unknown,see run
@@ -95,6 +169,11 @@ CTT residual test dominance tau0,runs/ctt_dominance_val_to_test_tau0,yes,measure
 "CTT residual test learned dominance (basic, success_weighted_margin)",runs/ctt_learned_dominance_success_weighted_val_to_test,yes,measured dominance K=8 coverage=0.1944 fallback=0.8056 target=success_weighted_margin features=basic,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2847,0.2986,0.5069,0.7292,0.4833,0.4794,0.2639,0.2708,0.5278,n/a,n/a,n/a,n/a,3,see run
 "CTT residual test learned dominance (tangent, utility_margin)",runs/ctt_learned_dominance_tangent_val_to_test,yes,measured dominance K=8 coverage=0.1042 fallback=0.8958 target=utility_margin features=tangent,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2847,0.2986,0.5069,0.7292,0.4833,0.4597,0.2639,0.2708,0.5278,n/a,n/a,n/a,n/a,3,see run
 "CTT residual test learned dominance (basic, utility_margin)",runs/ctt_learned_dominance_val_to_test,yes,measured dominance K=8 coverage=0.2431 fallback=0.7569,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2847,0.3056,0.5069,0.7292,0.4833,0.4730,0.2639,0.2569,0.5278,n/a,n/a,n/a,n/a,3,see run
+"CTT residual test nonlinear dominance (rf_regressor, basic, positive_margin)",runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_envclip_train_to_test,yes,measured dominance K=8 coverage=0.3542 fallback=0.6458 target=positive_margin features=basic,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.3056,0.4792,0.7292,0.5381,0.4114,0.2917,0.2222,0.5069,n/a,n/a,n/a,n/a,3,see run
 "CTT residual test nonlinear dominance (rf_regressor, basic, positive_margin)",runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_train_to_test,yes,measured dominance K=8 coverage=0.3472 fallback=0.6528 target=positive_margin features=basic,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.3056,0.5139,0.7292,0.4885,0.4641,0.2639,0.2569,0.5347,n/a,n/a,n/a,n/a,3,see run
+"CTT residual test nonlinear dominance (hgb_classifier, basic, success)",runs/ctt_base_context_obs_nonlinear_dominance_basic_success_envclip_train_to_test,yes,measured dominance K=8 coverage=0.4583 fallback=0.5417 target=success features=basic,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.2708,0.4792,0.7292,0.5381,0.4625,0.2917,0.2500,0.5069,n/a,n/a,n/a,n/a,3,see run
 "CTT residual test nonlinear dominance (hgb_regressor, context, success)",runs/ctt_base_context_obs_nonlinear_dominance_context_success_train_to_test,yes,measured dominance K=8 coverage=0.3750 fallback=0.6250 target=success features=context,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2569,0.5139,0.7292,0.4885,0.5467,0.2639,0.3056,0.5347,n/a,n/a,n/a,n/a,3,see run
+"CTT residual test nonlinear dominance (hgb_classifier, context_tangent, positive_margin)",runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_envclip_train_to_test,yes,measured dominance K=8 coverage=0.3750 fallback=0.6250 target=positive_margin features=context_tangent,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.2917,0.4792,0.7292,0.5381,0.3859,0.2917,0.2153,0.5069,n/a,n/a,n/a,n/a,3,see run
 "CTT residual test nonlinear dominance (hgb_classifier, context_tangent, positive_margin)",runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_train_to_test,yes,measured dominance K=8 coverage=0.4028 fallback=0.5972 target=positive_margin features=context_tangent,"fail:selected<47.45,support_gap>7,selector_gap>3",0.2917,0.2986,0.5139,0.7292,0.4885,0.4531,0.2639,0.2431,0.5347,n/a,n/a,n/a,n/a,3,see run
+"CTT residual test nonlinear dominance (hgb_classifier, context_tangent, success)",runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_success_envclip_train_to_test,yes,measured dominance K=8 coverage=0.4653 fallback=0.5347 target=success features=context_tangent,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.2986,0.4792,0.7292,0.5381,0.3775,0.2917,0.2083,0.5069,n/a,n/a,n/a,n/a,3,see run
+"CTT residual test nonlinear dominance (hgb_regressor, source_evidence, positive_margin)",runs/ctt_base_context_obs_nonlinear_dominance_source_positive_envclip_train_to_test,yes,measured dominance K=8 coverage=0.3958 fallback=0.6042 target=positive_margin features=source_evidence,"fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3",0.2917,0.2569,0.4792,0.7292,0.5381,0.4489,0.2917,0.2431,0.5069,n/a,n/a,n/a,n/a,3,see run

workspace/runs/summary_ctt.md

@@ -4,12 +4,32 @@
 | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | ---: | --- |
 | V0 residual transport diagnostic | measured diagnostic baseline; gate: legacy diagnostic | 0.2974 | 0.3890 | 0.4435 | n/a | 0.1264 | 0.0545 | 0.1264 | 0.0545 | n/a | 0.2366 | 0.5269 | 0.0533 | n/a | `runs/reproduce_v0` |
 | CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2029 | 0.3816 | 0.6667 | 0.5369 | 0.3501 | 0.2947 | 0.1787 | 0.5024 | n/a | n/a | n/a | 0.2110 | `runs/ctt_base_context_obj_val_rollout_comparison` |
+| CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_envclip_train_to_test` |
 | CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_train_to_test` |
+| CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_basic_success_envclip_train_to_test` |
 | CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_success_train_to_test` |
+| CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_envclip_train_to_test` |
 | CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_train_to_test` |
+| CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_success_envclip_train_to_test` |
+| CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_source_positive_envclip_train_to_test` |
+| CTT residual test measured aggregate | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2778 | 0.5694 | 0.7292 | 0.3761 | 0.5587 | 0.2014 | 0.2917 | 0.5486 | n/a | n/a | n/a | 0.1911 | `runs/ctt_base_context_obs_test_envclip_k16_rollout_comparison` |
+| CTT residual test measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.2361 | 0.4792 | 0.7292 | 0.5381 | 0.4766 | 0.2917 | 0.2431 | 0.5069 | n/a | n/a | n/a | 0.2255 | `runs/ctt_base_context_obs_test_envclip_rollout_comparison` |
+| CTT residual test measured aggregate | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2500 | 0.2500 | 0.5000 | 0.7292 | 0.5023 | 0.4841 | 0.2708 | 0.2500 | 0.5417 | n/a | n/a | n/a | 0.2204 | `runs/ctt_base_context_obs_test_noclip_rollout_comparison` |
+| CTT residual test measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.1181 | 0.2222 | 0.7292 | 0.9091 | 0.2055 | 0.5139 | 0.1042 | 0.3611 | n/a | n/a | n/a | 0.2051 | `runs/ctt_base_context_obs_test_perdim_trainmax_rollout_comparison` |
 | CTT residual test measured aggregate | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2708 | 0.5139 | 0.7292 | 0.4885 | 0.4814 | 0.2639 | 0.2431 | 0.5347 | n/a | n/a | n/a | 0.2247 | `runs/ctt_base_context_obs_test_rollout_comparison` |
+| CTT residual test measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2292 | 0.0903 | 0.1667 | 0.7292 | 0.9832 | 0.1482 | 0.5625 | 0.0764 | 0.3750 | n/a | n/a | n/a | 0.2134 | `runs/ctt_base_context_obs_test_scaled0215_rollout_comparison` |
+| CTT residual test measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.2500 | 0.3819 | 0.7292 | 0.6913 | 0.2618 | 0.3681 | 0.1319 | 0.4167 | n/a | n/a | n/a | 0.2061 | `runs/ctt_base_context_obs_test_tanh_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2778 | 0.2477 | 0.5370 | 0.6597 | 0.3547 | 0.5430 | 0.1759 | 0.2894 | 0.5463 | n/a | n/a | n/a | 0.1987 | `runs/ctt_base_context_obs_train_cal_envclip_k16_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2778 | 0.2546 | 0.4722 | 0.6597 | 0.4570 | 0.4219 | 0.2315 | 0.2176 | 0.4907 | n/a | n/a | n/a | 0.2258 | `runs/ctt_base_context_obs_train_cal_envclip_rollout_comparison` |
 | CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2778 | 0.2546 | 0.4722 | 0.6597 | 0.4570 | 0.4219 | 0.2315 | 0.2176 | 0.4907 | n/a | n/a | n/a | 0.2258 | `runs/ctt_base_context_obs_train_cal_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3056 | 0.2245 | 0.3634 | 0.6597 | 0.6613 | 0.2658 | 0.3333 | 0.1389 | 0.3773 | n/a | n/a | n/a | 0.2085 | `runs/ctt_base_context_obs_train_cal_tanh_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=16; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2464 | 0.4638 | 0.6667 | 0.4147 | 0.4287 | 0.2174 | 0.2174 | 0.5362 | n/a | n/a | n/a | 0.1910 | `runs/ctt_base_context_obs_val_envclip_k16_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2222 | 0.4155 | 0.6667 | 0.5041 | 0.3733 | 0.2657 | 0.1932 | 0.5024 | n/a | n/a | n/a | 0.2341 | `runs/ctt_base_context_obs_val_envclip_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2899 | 0.2271 | 0.4106 | 0.6667 | 0.5198 | 0.3579 | 0.2754 | 0.1836 | 0.4541 | n/a | n/a | n/a | 0.2342 | `runs/ctt_base_context_obs_val_noclip_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2754 | 0.0918 | 0.1691 | 0.6667 | 0.9012 | 0.1352 | 0.4976 | 0.0773 | 0.3043 | n/a | n/a | n/a | 0.2005 | `runs/ctt_base_context_obs_val_perdim_trainmax_rollout_comparison` |
 | CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2415 | 0.4058 | 0.6667 | 0.5080 | 0.3118 | 0.2754 | 0.1643 | 0.5024 | n/a | n/a | n/a | 0.2175 | `runs/ctt_base_context_obs_val_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.1594 | 0.0676 | 0.1208 | 0.6667 | 0.9783 | 0.0870 | 0.5459 | 0.0531 | 0.2754 | n/a | n/a | n/a | 0.2070 | `runs/ctt_base_context_obs_val_scaled0215_rollout_comparison` |
+| CTT residual validation measured aggregate | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2754 | 0.2126 | 0.3671 | 0.6667 | 0.5935 | 0.2974 | 0.3092 | 0.1546 | 0.4251 | n/a | n/a | n/a | 0.2238 | `runs/ctt_base_context_obs_val_tanh_rollout_comparison` |
 | CTT gated residual | train; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_gated_residual_full_seed0` |
 | CTT gated residual | proxy; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | 0.2319 | 0.5797 | 0.0512 | n/a | `runs/ctt_gated_residual_full_seed0_val_proxy` |
 | CTT gated residual | train; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_gated_residual_full_seed1` |
@@ -38,15 +58,69 @@
 | CTT residual base-context-observation | proxy feature=base_context_obs_obj; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | 0.2464 | 0.6522 | 0.0521 | n/a | `runs/ctt_residual_base_context_obs_obj_seed2_val_proxy` |
 | CTT residual base-context-observation | train feature=base_context_obs_obj; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_residual_base_context_obs_obj_smoke_seed0` |
 | CTT residual base-context-observation | proxy feature=base_context_obs_obj; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | 0.0000 | 0.3750 | 0.0000 | n/a | `runs/ctt_residual_base_context_obs_obj_smoke_seed0_val_proxy` |
+| CTT residual validation measured | measured rollout K=2; gate: fail:selected<47.45,oracle<50,seeds<3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0657 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | n/a | n/a | n/a | 0.4307 | `runs/ctt_residual_base_context_obs_rollout_safety_envclip_direct_retry2_seed0` |
+| CTT residual validation measured | measured rollout K=2; gate: fail:selected<47.45,oracle<50,seeds<3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0098 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | n/a | n/a | n/a | 0.4307 | `runs/ctt_residual_base_context_obs_rollout_safety_noclip_smoke_direct_seed0` |
+| CTT residual validation measured | measured rollout K=2; gate: fail:selected<47.45,oracle<50,seeds<3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | n/a | n/a | n/a | 0.4307 | `runs/ctt_residual_base_context_obs_rollout_safety_scaled0215_smoke_direct_seed0` |
+| CTT residual validation measured | measured rollout K=2; gate: fail:selected<47.45,oracle<50,seeds<3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | n/a | n/a | n/a | 0.4307 | `runs/ctt_residual_base_context_obs_rollout_safety_scaled0215_smoke_seed0` |
+| CTT residual validation measured | measured rollout K=2; gate: fail:selected<47.45,oracle<50,seeds<3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0657 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | n/a | n/a | n/a | 0.4307 | `runs/ctt_residual_base_context_obs_rollout_safety_smoke_direct_seed0` |
+| CTT residual validation measured | measured rollout K=2; gate: fail:selected<47.45,oracle<50,seeds<3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0657 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | n/a | n/a | n/a | 0.4307 | `runs/ctt_residual_base_context_obs_rollout_safety_smoke_seed0` |
+| CTT residual validation measured | measured rollout K=2; gate: fail:selected<47.45,oracle<50,seeds<3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 | n/a | n/a | n/a | 0.4307 | `runs/ctt_residual_base_context_obs_rollout_safety_tanh_smoke_seed0` |
+| CTT residual test measured | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2708 | 0.5625 | 0.7292 | 0.4054 | 0.5669 | 0.2083 | 0.2917 | 0.5000 | n/a | n/a | n/a | 0.2287 | `runs/ctt_residual_base_context_obs_rollout_test_envclip_k16_seed0` |
+| CTT residual test measured | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2917 | 0.6042 | 0.7292 | 0.3066 | 0.5818 | 0.1667 | 0.3125 | 0.5833 | n/a | n/a | n/a | 0.1734 | `runs/ctt_residual_base_context_obs_rollout_test_envclip_k16_seed1` |
+| CTT residual test measured | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2708 | 0.5417 | 0.7292 | 0.4164 | 0.5274 | 0.2292 | 0.2708 | 0.5625 | n/a | n/a | n/a | 0.1713 | `runs/ctt_residual_base_context_obs_rollout_test_envclip_k16_seed2` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2292 | 0.5208 | 0.7292 | 0.4778 | 0.5624 | 0.2500 | 0.2917 | 0.4583 | n/a | n/a | n/a | 0.2485 | `runs/ctt_residual_base_context_obs_rollout_test_envclip_seed0` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.2500 | 0.4375 | 0.7292 | 0.6083 | 0.3729 | 0.3333 | 0.1875 | 0.5625 | n/a | n/a | n/a | 0.2186 | `runs/ctt_residual_base_context_obs_rollout_test_envclip_seed1` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.2292 | 0.4792 | 0.7292 | 0.5281 | 0.4946 | 0.2917 | 0.2500 | 0.5000 | n/a | n/a | n/a | 0.2093 | `runs/ctt_residual_base_context_obs_rollout_test_envclip_seed2` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2500 | 0.2500 | 0.5417 | 0.7292 | 0.4547 | 0.5455 | 0.2292 | 0.2917 | 0.4792 | n/a | n/a | n/a | 0.2489 | `runs/ctt_residual_base_context_obs_rollout_test_noclip_seed0` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2500 | 0.2708 | 0.4792 | 0.7292 | 0.5288 | 0.4092 | 0.2917 | 0.2083 | 0.6042 | n/a | n/a | n/a | 0.2156 | `runs/ctt_residual_base_context_obs_rollout_test_noclip_seed1` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2500 | 0.2292 | 0.4792 | 0.7292 | 0.5236 | 0.4974 | 0.2917 | 0.2500 | 0.5417 | n/a | n/a | n/a | 0.1968 | `runs/ctt_residual_base_context_obs_rollout_test_noclip_seed2` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.1250 | 0.1875 | 0.7292 | 0.9531 | 0.1392 | 0.5417 | 0.0625 | 0.2708 | n/a | n/a | n/a | 0.2102 | `runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed0` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.1042 | 0.2500 | 0.7292 | 0.9044 | 0.2614 | 0.5000 | 0.1458 | 0.4167 | n/a | n/a | n/a | 0.2128 | `runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.1250 | 0.2292 | 0.7292 | 0.8699 | 0.2158 | 0.5000 | 0.1042 | 0.3958 | n/a | n/a | n/a | 0.1925 | `runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed2` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2292 | 0.0833 | 0.1250 | 0.7292 | 1.0530 | 0.0947 | 0.6042 | 0.0417 | 0.3542 | n/a | n/a | n/a | 0.2223 | `runs/ctt_residual_base_context_obs_rollout_test_scaled0215_seed0` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2292 | 0.1042 | 0.2292 | 0.7292 | 0.9000 | 0.2012 | 0.5000 | 0.1250 | 0.3958 | n/a | n/a | n/a | 0.2127 | `runs/ctt_residual_base_context_obs_rollout_test_scaled0215_seed1` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2292 | 0.0833 | 0.1458 | 0.7292 | 0.9966 | 0.1487 | 0.5833 | 0.0625 | 0.3750 | n/a | n/a | n/a | 0.2051 | `runs/ctt_residual_base_context_obs_rollout_test_scaled0215_seed2` |
 | CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2500 | 0.5417 | 0.7292 | 0.4736 | 0.5645 | 0.2500 | 0.2917 | 0.4792 | n/a | n/a | n/a | 0.2485 | `runs/ctt_residual_base_context_obs_rollout_test_seed0` |
 | CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2917 | 0.5000 | 0.7292 | 0.5097 | 0.3980 | 0.2708 | 0.2083 | 0.5625 | n/a | n/a | n/a | 0.2274 | `runs/ctt_residual_base_context_obs_rollout_test_seed1` |
 | CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2708 | 0.5000 | 0.7292 | 0.4822 | 0.4816 | 0.2708 | 0.2292 | 0.5625 | n/a | n/a | n/a | 0.1980 | `runs/ctt_residual_base_context_obs_rollout_test_seed2` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.2500 | 0.4583 | 0.7292 | 0.6069 | 0.3875 | 0.3125 | 0.2083 | 0.4167 | n/a | n/a | n/a | 0.2189 | `runs/ctt_residual_base_context_obs_rollout_test_tanh_seed0` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.2292 | 0.2917 | 0.7292 | 0.8221 | 0.1270 | 0.4375 | 0.0625 | 0.4167 | n/a | n/a | n/a | 0.2193 | `runs/ctt_residual_base_context_obs_rollout_test_tanh_seed1` |
+| CTT residual test measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3333 | 0.2708 | 0.3958 | 0.7292 | 0.6448 | 0.2709 | 0.3542 | 0.1250 | 0.4167 | n/a | n/a | n/a | 0.1800 | `runs/ctt_residual_base_context_obs_rollout_test_tanh_seed2` |
+| CTT residual validation measured | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2778 | 0.2222 | 0.5139 | 0.6597 | 0.3825 | 0.5553 | 0.1944 | 0.2917 | 0.5208 | n/a | n/a | n/a | 0.2130 | `runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_k16_seed0` |
+| CTT residual validation measured | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2778 | 0.2639 | 0.5417 | 0.6597 | 0.3515 | 0.5162 | 0.1736 | 0.2778 | 0.5556 | n/a | n/a | n/a | 0.1941 | `runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_k16_seed1` |
+| CTT residual validation measured | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2778 | 0.2569 | 0.5556 | 0.6597 | 0.3300 | 0.5575 | 0.1597 | 0.2986 | 0.5625 | n/a | n/a | n/a | 0.1891 | `runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_k16_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2778 | 0.2014 | 0.4375 | 0.6597 | 0.4980 | 0.4566 | 0.2569 | 0.2361 | 0.4514 | n/a | n/a | n/a | 0.2288 | `runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_seed0` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2778 | 0.2778 | 0.5069 | 0.6597 | 0.4213 | 0.4350 | 0.2083 | 0.2292 | 0.5208 | n/a | n/a | n/a | 0.2342 | `runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2778 | 0.2847 | 0.4722 | 0.6597 | 0.4519 | 0.3741 | 0.2292 | 0.1875 | 0.5000 | n/a | n/a | n/a | 0.2143 | `runs/ctt_residual_base_context_obs_rollout_train_cal_envclip_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2986 | 0.1042 | 0.1806 | 0.6597 | 0.9239 | 0.1406 | 0.5000 | 0.0764 | 0.2639 | n/a | n/a | n/a | 0.2035 | `runs/ctt_residual_base_context_obs_rollout_train_cal_perdim_trainmax_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2986 | 0.1042 | 0.2014 | 0.6597 | 0.8548 | 0.1883 | 0.4653 | 0.0972 | 0.2639 | n/a | n/a | n/a | 0.2073 | `runs/ctt_residual_base_context_obs_rollout_train_cal_perdim_trainmax_seed2` |
 | CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2778 | 0.2014 | 0.4375 | 0.6597 | 0.4980 | 0.4566 | 0.2569 | 0.2361 | 0.4514 | n/a | n/a | n/a | 0.2288 | `runs/ctt_residual_base_context_obs_rollout_train_cal_seed0` |
 | CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2778 | 0.2778 | 0.5069 | 0.6597 | 0.4213 | 0.4350 | 0.2083 | 0.2292 | 0.5208 | n/a | n/a | n/a | 0.2342 | `runs/ctt_residual_base_context_obs_rollout_train_cal_seed1` |
 | CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2778 | 0.2847 | 0.4722 | 0.6597 | 0.4519 | 0.3741 | 0.2292 | 0.1875 | 0.5000 | n/a | n/a | n/a | 0.2143 | `runs/ctt_residual_base_context_obs_rollout_train_cal_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3056 | 0.2153 | 0.3681 | 0.6597 | 0.6480 | 0.2952 | 0.3264 | 0.1528 | 0.3750 | n/a | n/a | n/a | 0.1980 | `runs/ctt_residual_base_context_obs_rollout_train_cal_tanh_seed0` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3056 | 0.2153 | 0.3750 | 0.6597 | 0.6554 | 0.2816 | 0.3264 | 0.1597 | 0.3958 | n/a | n/a | n/a | 0.2205 | `runs/ctt_residual_base_context_obs_rollout_train_cal_tanh_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.3056 | 0.2431 | 0.3472 | 0.6597 | 0.6805 | 0.2208 | 0.3472 | 0.1042 | 0.3611 | n/a | n/a | n/a | 0.2071 | `runs/ctt_residual_base_context_obs_rollout_train_cal_tanh_seed2` |
+| CTT residual validation measured | measured rollout K=16; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2754 | 0.2319 | 0.5072 | 0.6667 | 0.3470 | 0.5278 | 0.1739 | 0.2754 | 0.5362 | n/a | n/a | n/a | 0.1934 | `runs/ctt_residual_base_context_obs_rollout_val69_envclip_k16_seed0` |
+| CTT residual validation measured | measured rollout K=16; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2899 | 0.4638 | 0.6667 | 0.4187 | 0.3478 | 0.2174 | 0.1739 | 0.5507 | n/a | n/a | n/a | 0.1958 | `runs/ctt_residual_base_context_obs_rollout_val69_envclip_k16_seed1` |
+| CTT residual validation measured | measured rollout K=16; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2174 | 0.4203 | 0.6667 | 0.4783 | 0.4106 | 0.2609 | 0.2029 | 0.5217 | n/a | n/a | n/a | 0.1837 | `runs/ctt_residual_base_context_obs_rollout_val69_envclip_k16_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2029 | 0.4058 | 0.6667 | 0.5266 | 0.3974 | 0.2754 | 0.2029 | 0.4783 | n/a | n/a | n/a | 0.2393 | `runs/ctt_residual_base_context_obs_rollout_val69_envclip_seed0` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2609 | 0.4493 | 0.6667 | 0.4495 | 0.3593 | 0.2319 | 0.1884 | 0.5362 | n/a | n/a | n/a | 0.2463 | `runs/ctt_residual_base_context_obs_rollout_val69_envclip_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2029 | 0.3913 | 0.6667 | 0.5363 | 0.3631 | 0.2899 | 0.1884 | 0.4928 | n/a | n/a | n/a | 0.2168 | `runs/ctt_residual_base_context_obs_rollout_val69_envclip_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2899 | 0.2464 | 0.4203 | 0.6667 | 0.5263 | 0.3396 | 0.2754 | 0.1739 | 0.4348 | n/a | n/a | n/a | 0.2360 | `runs/ctt_residual_base_context_obs_rollout_val69_noclip_seed0` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2899 | 0.2609 | 0.4203 | 0.6667 | 0.4968 | 0.3104 | 0.2609 | 0.1594 | 0.4783 | n/a | n/a | n/a | 0.2533 | `runs/ctt_residual_base_context_obs_rollout_val69_noclip_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2899 | 0.1739 | 0.3913 | 0.6667 | 0.5364 | 0.4236 | 0.2899 | 0.2174 | 0.4493 | n/a | n/a | n/a | 0.2133 | `runs/ctt_residual_base_context_obs_rollout_val69_noclip_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2754 | 0.0870 | 0.1594 | 0.6667 | 0.9119 | 0.1276 | 0.5072 | 0.0725 | 0.2319 | n/a | n/a | n/a | 0.1886 | `runs/ctt_residual_base_context_obs_rollout_val69_perdim_trainmax_seed0` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2754 | 0.0725 | 0.1884 | 0.6667 | 0.8933 | 0.1751 | 0.4783 | 0.1159 | 0.3478 | n/a | n/a | n/a | 0.2070 | `runs/ctt_residual_base_context_obs_rollout_val69_perdim_trainmax_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2754 | 0.1159 | 0.1594 | 0.6667 | 0.8983 | 0.1028 | 0.5072 | 0.0435 | 0.3333 | n/a | n/a | n/a | 0.2059 | `runs/ctt_residual_base_context_obs_rollout_val69_perdim_trainmax_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,OutcomePTR<=V0oracle | 0.1594 | 0.0580 | 0.0870 | 0.6667 | 1.0325 | 0.0508 | 0.5797 | 0.0290 | 0.1884 | n/a | n/a | n/a | 0.1991 | `runs/ctt_residual_base_context_obs_rollout_val69_scaled0215_seed0` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.1594 | 0.0580 | 0.1449 | 0.6667 | 0.9463 | 0.1300 | 0.5217 | 0.0870 | 0.3043 | n/a | n/a | n/a | 0.2090 | `runs/ctt_residual_base_context_obs_rollout_val69_scaled0215_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.1594 | 0.0870 | 0.1304 | 0.6667 | 0.9560 | 0.0803 | 0.5362 | 0.0435 | 0.3333 | n/a | n/a | n/a | 0.2128 | `runs/ctt_residual_base_context_obs_rollout_val69_scaled0215_seed2` |
 | CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2754 | 0.4058 | 0.6667 | 0.5188 | 0.2478 | 0.2754 | 0.1304 | 0.5072 | n/a | n/a | n/a | 0.2208 | `runs/ctt_residual_base_context_obs_rollout_val69_seed0` |
 | CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2319 | 0.4638 | 0.6667 | 0.4069 | 0.4133 | 0.2174 | 0.2319 | 0.5217 | n/a | n/a | n/a | 0.2186 | `runs/ctt_residual_base_context_obs_rollout_val69_seed1` |
 | CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2174 | 0.3478 | 0.6667 | 0.5983 | 0.2742 | 0.3333 | 0.1304 | 0.4783 | n/a | n/a | n/a | 0.2132 | `runs/ctt_residual_base_context_obs_rollout_val69_seed2` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2754 | 0.1884 | 0.3913 | 0.6667 | 0.5745 | 0.3875 | 0.2899 | 0.2029 | 0.3913 | n/a | n/a | n/a | 0.2282 | `runs/ctt_residual_base_context_obs_rollout_val69_tanh_seed0` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2754 | 0.2029 | 0.3623 | 0.6667 | 0.6050 | 0.2930 | 0.3188 | 0.1594 | 0.4928 | n/a | n/a | n/a | 0.2275 | `runs/ctt_residual_base_context_obs_rollout_val69_tanh_seed1` |
+| CTT residual validation measured | measured rollout K=8; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3,OutcomePTR<=V0oracle | 0.2754 | 0.2464 | 0.3478 | 0.6667 | 0.6011 | 0.2118 | 0.3188 | 0.1014 | 0.3913 | n/a | n/a | n/a | 0.2158 | `runs/ctt_residual_base_context_obs_rollout_val69_tanh_seed2` |
 | CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_residual_base_context_obs_seed0` |
 | CTT residual base-context-observation | proxy feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | 0.1739 | 0.5942 | 0.0202 | n/a | `runs/ctt_residual_base_context_obs_seed0_val_proxy` |
 | CTT residual base-context-observation | train feature=base_context_obs; gate: not measured | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | n/a | `runs/ctt_residual_base_context_obs_seed1` |
@@ -98,8 +172,13 @@
 | CTT residual test learned dominance (basic, success_weighted_margin) | measured dominance K=8 coverage=0.1944 fallback=0.8056 target=success_weighted_margin features=basic; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2847 | 0.2986 | 0.5069 | 0.7292 | 0.4833 | 0.4794 | 0.2639 | 0.2708 | 0.5278 | n/a | n/a | n/a | n/a | `runs/ctt_learned_dominance_success_weighted_val_to_test` |
 | CTT residual test learned dominance (tangent, utility_margin) | measured dominance K=8 coverage=0.1042 fallback=0.8958 target=utility_margin features=tangent; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2847 | 0.2986 | 0.5069 | 0.7292 | 0.4833 | 0.4597 | 0.2639 | 0.2708 | 0.5278 | n/a | n/a | n/a | n/a | `runs/ctt_learned_dominance_tangent_val_to_test` |
 | CTT residual test learned dominance (basic, utility_margin) | measured dominance K=8 coverage=0.2431 fallback=0.7569; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2847 | 0.3056 | 0.5069 | 0.7292 | 0.4833 | 0.4730 | 0.2639 | 0.2569 | 0.5278 | n/a | n/a | n/a | n/a | `runs/ctt_learned_dominance_val_to_test` |
+| CTT residual test nonlinear dominance (rf_regressor, basic, positive_margin) | measured dominance K=8 coverage=0.3542 fallback=0.6458 target=positive_margin features=basic; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.3056 | 0.4792 | 0.7292 | 0.5381 | 0.4114 | 0.2917 | 0.2222 | 0.5069 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_envclip_train_to_test` |
 | CTT residual test nonlinear dominance (rf_regressor, basic, positive_margin) | measured dominance K=8 coverage=0.3472 fallback=0.6528 target=positive_margin features=basic; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.3056 | 0.5139 | 0.7292 | 0.4885 | 0.4641 | 0.2639 | 0.2569 | 0.5347 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_basic_positive_train_to_test` |
+| CTT residual test nonlinear dominance (hgb_classifier, basic, success) | measured dominance K=8 coverage=0.4583 fallback=0.5417 target=success features=basic; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.2708 | 0.4792 | 0.7292 | 0.5381 | 0.4625 | 0.2917 | 0.2500 | 0.5069 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_basic_success_envclip_train_to_test` |
 | CTT residual test nonlinear dominance (hgb_regressor, context, success) | measured dominance K=8 coverage=0.3750 fallback=0.6250 target=success features=context; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2569 | 0.5139 | 0.7292 | 0.4885 | 0.5467 | 0.2639 | 0.3056 | 0.5347 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_success_train_to_test` |
+| CTT residual test nonlinear dominance (hgb_classifier, context_tangent, positive_margin) | measured dominance K=8 coverage=0.3750 fallback=0.6250 target=positive_margin features=context_tangent; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.2917 | 0.4792 | 0.7292 | 0.5381 | 0.3859 | 0.2917 | 0.2153 | 0.5069 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_envclip_train_to_test` |
 | CTT residual test nonlinear dominance (hgb_classifier, context_tangent, positive_margin) | measured dominance K=8 coverage=0.4028 fallback=0.5972 target=positive_margin features=context_tangent; gate: fail:selected<47.45,support_gap>7,selector_gap>3 | 0.2917 | 0.2986 | 0.5139 | 0.7292 | 0.4885 | 0.4531 | 0.2639 | 0.2431 | 0.5347 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_positive_train_to_test` |
+| CTT residual test nonlinear dominance (hgb_classifier, context_tangent, success) | measured dominance K=8 coverage=0.4653 fallback=0.5347 target=success features=context_tangent; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.2986 | 0.4792 | 0.7292 | 0.5381 | 0.3775 | 0.2917 | 0.2083 | 0.5069 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_context_tangent_success_envclip_train_to_test` |
+| CTT residual test nonlinear dominance (hgb_regressor, source_evidence, positive_margin) | measured dominance K=8 coverage=0.3958 fallback=0.6042 target=positive_margin features=source_evidence; gate: fail:selected<47.45,oracle<50,support_gap>7,selector_gap>3 | 0.2917 | 0.2569 | 0.4792 | 0.7292 | 0.5381 | 0.4489 | 0.2917 | 0.2431 | 0.5069 | n/a | n/a | n/a | n/a | `runs/ctt_base_context_obs_nonlinear_dominance_source_positive_envclip_train_to_test` |
 
 `n/a` means the required measured artifact does not exist yet. Measured gates use selected >=47.45%, proposal oracle >=50%, success support gap <=7 points, success selector gap <=3 points, OutcomePTR above the V0 proposal oracle reference, and at least three train seeds.