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0.03442248081853368, "target_argmax_agreement": 0.7230046948356808 }, "snake/policy/api_policy_distribution": { "questions": 157, "ce": 0.6447077478466944, "kl": 0.03349043500754675, "tv": 0.07976820470603553, "brier": 0.019409854678137124, "target_argmax_agreement": 0.9044585987261147 }, "shooting/policy/expert_action": { "questions": 1342, "ce": 0.4242245880819613, "kl": 0.4242245880819613, "tv": 0.17335273801808157, "brier": 0.22533115240964935, "target_argmax_agreement": 0.8561847988077497 } }, "excluded_by_selection_pool": { "maze/policy": 2, "snake/policy": 1 }, "notes": "Selection CE uses the explicitly declared population pools. Other task/role metrics are question means within each task. Policy CE/TV/KL measure API or expert target matching, not observed success; target sources are reported separately. Observed Boolean CE/Brier measure event prediction. Binary Brier sums both classes." } } ]