{"id":"W2137858987","doi":"","title":"A Simple Test of Learning Theory","year":2006,"lang":"en","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Nuffield Foundation","keywords":"Mathematical economics; Stochastic game; Nash equilibrium; Simple (philosophy); Best response; Repeated game; Equilibrium selection; Test (biology); Fictitious play; Mathematics; Game theory; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003778441,0.000143987,0.0003250066,0.00007745039,0.0008366917,0.00003136355,0.0004913356,0.00008483654,0.00007267879],"category_scores_gemma":[0.00009322868,0.0001678057,0.00006062945,0.00009769874,0.0009193751,0.0005436938,0.0004995971,0.0001026453,0.000004876877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902371,"about_ca_system_score_gemma":0.00008281419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1265388,"about_ca_topic_score_gemma":0.03946979,"domain_scores_codex":[0.9986736,0.0001671558,0.0002887808,0.0004029998,0.0002228288,0.0002446923],"domain_scores_gemma":[0.998623,0.0003547311,0.0004154371,0.0004213779,0.00009300247,0.00009245561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003666974,0.001000882,0.9109524,0.0001093782,0.0003513044,0.0002782768,0.003431517,0.00006066047,0.01197972,0.03540697,0.02563826,0.01042392],"study_design_scores_gemma":[0.004098487,0.0005649759,0.1142855,0.000189213,0.0007842327,0.00002466324,0.05448395,0.0001233439,0.004627835,0.00511022,0.8145826,0.001124991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8682331,0.002142946,0.00004608868,0.0002366785,0.0001670334,0.00033309,0.0002775512,0.00007004306,0.1284934],"genre_scores_gemma":[0.9895586,0.001272153,0.0001757656,0.000006701824,0.00006313905,5.234526e-7,0.00009191345,0.000008965178,0.008822257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7966669,"threshold_uncertainty_score":0.9780574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359750247944275,"score_gpt":0.2557171361952296,"score_spread":0.2421196337157868,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}