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+{
+ "checks": {
+ "all_seed_gates_pass": false,
+ "r2_at_least_0p8_every_seed_epoch_layer": false,
+ "residual_ratio_at_most_0p25_every_seed_epoch_layer": false,
+ "zero_action_or_teaching_observations": true
+ },
+ "decision": "Close the population-linear predictor rescue. It is highly predictive at initialization but fails the frozen early-layer threshold after clean task learning; do not run another PickupLoc downstream endpoint.",
+ "epoch_layer_means_across_seeds": [
+ {
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+ "layer": 0,
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+ "mean_holdout_residual_ratio": 0.10559078057607015
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+ "mean_holdout_residual_ratio": 0.037968567262093224
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+ "mean_holdout_residual_ratio": 0.24617203076680502
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+ }
+ ],
+ "gate": "fail",
+ "maximum_holdout_residual_context_rms_ratio": {
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+ "epoch": 40,
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+ "observations": 4096,
+ "residual_context_rms_ratio": 0.32660192251205444,
+ "seed": 4103
+ },
+ "minimum_holdout_r2": {
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+ "observations": 4096,
+ "residual_context_rms_ratio": 0.32660192251205444,
+ "seed": 4103
+ },
+ "raw_sdil_rollout_or_test_outcomes_read": false,
+ "stage": "babyai_population_p3_analysis"
+}