```text
CONTEXT GEOMETRY OBSERVABILITY + SUPERVISION FINAL
N_SCENES=17
BASELINE_REPRO_STATUS=PASS
BASELINE_QUERY_ABSREL=0.361556
QUERY_ORACLE_ABSREL=0.148045
BASE_CONTEXT_ORACLE_GAP=0.213511
OBS0_FRACTION=0.297232
OBS1_FRACTION=0.275110
OBS2PLUS_FRACTION=0.427658
OBS0_BASE_ABSREL=0.508010
OBS0_ORACLE_ABSREL=0.174750
OBS1_BASE_ABSREL=0.294431
OBS1_ORACLE_ABSREL=0.141607
OBS2PLUS_BASE_ABSREL=0.288511
OBS2PLUS_ORACLE_ABSREL=0.129473
OBSERVABILITY_STATUS=MIXED
S0_RENDER_ONLY_ABSREL=0.361556
S1_FREE_SPACE_ABSREL=0.357400
S2_SURFACE_ABSREL=0.313772
S3_FREE_SURFACE_ABSREL=0.312183
BEST_SUPERVISION=S3_PREDECLARED_PRIMARY_NOT_HINDSIGHT_WINNER
BEST_SUPERVISION_GAIN=0.049372
BEST_SUPERVISION_CI=[0.02364157428533679, 0.07640383813426635]
GAP_CLOSED=0.049372
GAP_CLOSED_FRACTION=0.231239
WRONG_SCENE_DAMAGE_BEST=0.274114
GEOMETRY_SUPERVISION_STATUS=SURFACE_DOMINANT
VISIBILITY_AWARE_FUSION_RECOMMENDED=inconclusive
GEOMETRY_AWARE_CARRIER_RECOMMENDED=true
NEXT_CARRIER_DIRECTION=下一轮单独研究16³ geometry-aware carrier，并保留显式 ray free-space/surface 监督与独立验证；本轮不训练。
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-CONTEXT-OBSERVABILITY-SUPERVISION-V1
```