{"name":"WANTED Matched Learning and Generalization Profile","version":"0.2-LG1","applies_to":["WANTED_LAB","WANTED_WILD","WANTED_10K"],"ranking_effect":"none","windows":{"WANTED_LAB":{"early":"[0,25]","late":"[75,100]"},"WANTED_WILD":{"early":"[0,100]","late":"[900,1000]"},"WANTED_10K":{"early":"[0,100]","late":"[9900,10000]"}},"design":{"task_families":5,"trials_per_window":5,"novelty_share_per_complete_window":0.2,"novelty_rotation":"environment_randomization_index_mod_5","primary_outcome":"binary_task_success","missing":"retained"},"estimator":{"unit":"independent_environment","learning":"mean_late_minus_early_familiar_success_rate_among_complete_paired_environments","uncertainty":"10000_draw_PCG32_environment_bootstrap_percentile_95","generalization":"mean_late_novel_success_divided_by_mean_late_familiar_success","zero_familiar":"null_ratio"},"protections":["frozen_task_equivalence","withheld_novel_parameters","no_adaptive_task_removal","no_material_policy_change_between_windows","no_coaching_or_research_assistance","window_blinded_outcome_adjudication","public_aggregate_only"],"hard_failures":["missing_due_trial","dropped_missing_outcome","task_family_substitution","novelty_share_or_rotation_change","material_policy_swap","coaching_or_assistance","claimed_estimate_mismatch","unbound_or_unattested_register"],"interpretation":"conditional_longitudinal_diagnostic_not_a_causal_effect_not_a_ranking_score_and_not_a_safety_offset"}