```text
16G OPTIMIZATION SUFFICIENCY + GT-FREE BOUNDS FINAL
N_SCENES=17
GRID=16
RENDER_SAMPLES=64
CURRENT_1K_ABSREL=0.402719
CURRENT_3K_ABSREL=0.403912
CURRENT_10K_ABSREL=0.406972
CURRENT_30K_ABSREL=NOT_RUN_PREDECLARED_COST_LIMIT
GTFREE_1K_ABSREL=0.363735
GTFREE_3K_ABSREL=0.357089
GTFREE_10K_ABSREL=0.361480
GTFREE_30K_ABSREL=NOT_RUN_PREDECLARED_COST_LIMIT
BEST_CONTEXT_ONLY_CONFIG=RGBD|FROZEN_GT_FREE_BOUNDS|b10000|FIXED_BUDGET|direct; PREDECLARED_PRIMARY_NOT_QUERY_MINIMUM
BEST_CONTEXT_ONLY_ABSREL=0.361480
QUERY_GAIN_1K_TO_MAX=0.002255
QUERY_GAIN_CI=[-0.014427422481498902, 0.020248351378207012]
CONTEXT_GAIN_1K_TO_MAX=0.018057
GENERALIZATION_GAP_MAX=0.277873
QUERY_ORACLE_CURRENT_MAX=0.225905
QUERY_ORACLE_GTFREE_MAX=0.148045
CONTEXT_TO_ORACLE_GAP=0.213435
OPTIMIZATION_STATUS=INCONCLUSIVE
BOUNDS_STATUS=NO_CLEAR_DIFFERENCE
ENGINEERING_GOOD=false
CARRIER_TRAINING_READINESS=PROMISING_BUT_NOT_READY
MATCHED_CARRIER_TRAINING_RECOMMENDED=false
RGB_ONLY_SECONDARY_ABSREL=0.615155
CONTEXT_INFERENCE_BOTTLENECK=true
REPRESENTATION_OR_BOUNDS_BOTTLENECK=false
FINAL_HOLDOUT_TOUCHED=false
NEW_CARRIER_TRAINED=false
DYNAMIC_TTT_RUN=false
TESTS=PASS
FINAL_INTEGRITY=PASS
REPORT_DIR=/home/zonghan/measurement-scene-state/docs/experiments/EXP-3D-16G-OPTIMIZATION-BOUNDS-V1
```