Buckets:
| # cwm3/eval/run_joint_evals_final_gzfc.sh — paired evaluations of the gaze-chain APPENDIX variant (2026-09-12; pre-registered in docs/decisions.md), CPU, layout guards on. | |
| # Runs: I1_{indep,all_minus_road2drv}_s<k>_final_gzfc (U base *_gzfc: gaze_off chain + causal face inputs) vs the FROZEN main I1_all_minus_road2drv_s<k>_final and | |
| # I1_indep_s<k>_final (read-only; nothing of the frozen runs is rewritten). Identical rows, driver populations from the v2 causal kin targets; every tag idempotent. | |
| # finalc_s<k>_allminusgzfc_vs_allminus (a) the pre-registered comparison: variant vs FROZEN main (rule: no own endpoint WORSE AND head_turn_onset BEATS in >= 1 regime) | |
| # finalc_s<k>_allminusgzfc_vs_indepgzfc (b) interaction effect on the gzfc bases (B2-style, descriptive) | |
| # finalc_s<k>_indepgzfc_vs_indep attribution: the U-base swap alone (assembled bases, no training) | |
| # finalcm_s<k>_allminusgzfc_vs_{allminus,indepgzfc} the same with the 64 v2 driver-box-suspect routes censored (--mask-routes sensitivity) | |
| # finalc_s<k>_{allminusgzfc,indepgzfc}_vs_k0, finalcm_s<k>_allminusgzfc_vs_k0 driver cells vs the k0 heuristic / persistence (B1 on the variant) | |
| # finalP_s<k>_allminusgzfc_vs_{allminus,indepgzfc} P cells (eval/pressure_eval.py, p_onset|<chain>|3s) | |
| # gazec_s<k>_allminusgzfc_vs_indepgzfc gaze_off_on / gaze_off_off onset cells (eval/gaze_chain_eval.py; joint layouts carry the gaze block) | |
| # bash eval/run_joint_evals_final_gzfc.sh "0 1 2" [render=1] | |
| set -u | |
| cd "$(dirname "$0")/.." | |
| PY=python | |
| export OMP_NUM_THREADS=4 MKL_NUM_THREADS=4 | |
| MASK=results/targets_kin_causal_routes_v2/driver_box_suspect_routes.json | |
| have_tag() { grep -q ",$1,$2,test," results/paired_compare.csv 2>/dev/null; } | |
| done_run() { [[ -f results/runs/$1/PRED_DONE && -f results/runs/$1/TRAIN_DONE ]]; } | |
| pc() { # tag a b [extra args] (b = none with --b-k0) | |
| local tag="$1" a="$2" b="$3"; shift 3 | |
| done_run "$a" || { echo "skip $tag ($a not finished)"; return; } | |
| [[ "$b" == none ]] || done_run "$b" || { echo "skip $tag ($b not finished)"; return; } | |
| for reg in manual engaged; do | |
| have_tag "$tag" "$reg" && continue | |
| echo "== $tag $reg" | |
| $PY eval/paired_compare_joint.py --regime "$reg" --a "results/runs/$a" --b "results/runs/$b" --tag "$tag" "$@" 2>&1 | grep -E "appended|Error|Traceback|File \"|LAYOUT GUARD" | cut -c1-220 | |
| done | |
| } | |
| pe() { # pressure_eval: tag a b | |
| local tag="$1" a="$2" b="$3" | |
| done_run "$a" && done_run "$b" || { echo "skip $tag"; return; } | |
| for reg in manual engaged; do | |
| have_tag "$tag" "$reg" && continue | |
| echo "== $tag $reg (P cells)" | |
| $PY eval/pressure_eval.py --regime "$reg" --a "results/runs/$a" --b "results/runs/$b" --tag "$tag" 2>&1 | grep -E "appended|Error|Traceback|File \"|LAYOUT GUARD" | cut -c1-220 | |
| done | |
| } | |
| ge() { # gaze_chain_eval: tag a b | |
| local tag="$1" a="$2" b="$3" | |
| done_run "$a" && done_run "$b" || { echo "skip $tag"; return; } | |
| for reg in manual engaged; do | |
| have_tag "$tag" "$reg" && continue | |
| echo "== $tag $reg (gaze cells)" | |
| $PY eval/gaze_chain_eval.py --regime "$reg" --a "results/runs/$a" --b "results/runs/$b" --tag "$tag" 2>&1 | grep -E "appended|Error|Traceback|File \"|LAYOUT GUARD" | cut -c1-220 | |
| done | |
| } | |
| C="--kin-targets causal_routes --kin-version v2" | |
| for s in ${1:-0 1 2}; do | |
| AG=I1_all_minus_road2drv_s${s}_final_gzfc; IG=I1_indep_s${s}_final_gzfc; AM=I1_all_minus_road2drv_s${s}_final; I=I1_indep_s${s}_final | |
| pc "finalc_s${s}_allminusgzfc_vs_allminus" $AG $AM $C | |
| pc "finalc_s${s}_allminusgzfc_vs_indepgzfc" $AG $IG $C | |
| pc "finalc_s${s}_indepgzfc_vs_indep" $IG $I $C | |
| pc "finalcm_s${s}_allminusgzfc_vs_allminus" $AG $AM $C --mask-routes $MASK | |
| pc "finalcm_s${s}_allminusgzfc_vs_indepgzfc" $AG $IG $C --mask-routes $MASK | |
| pc "finalc_s${s}_allminusgzfc_vs_k0" $AG none $C --b-k0 | |
| pc "finalcm_s${s}_allminusgzfc_vs_k0" $AG none $C --b-k0 --mask-routes $MASK | |
| pc "finalc_s${s}_indepgzfc_vs_k0" $IG none $C --b-k0 | |
| pe "finalP_s${s}_allminusgzfc_vs_allminus" $AG $AM | |
| pe "finalP_s${s}_allminusgzfc_vs_indepgzfc" $AG $IG | |
| ge "gazec_s${s}_allminusgzfc_vs_indepgzfc" $AG $IG | |
| done | |
| if [[ "${2:-1}" == "1" ]]; then S=${1:-0 1 2} | |
| $PY eval/report_final_gzfc.py --seeds ${S// /,} --out results/tables/stage_final_gzfc.md 2>&1 | grep -E "written|VERDICT|rule" | |
| fi | |
| echo FINAL_GZFC_EVALS_DONE | |
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