{"id":"W4372215865","doi":"10.1016/j.jebo.2023.04.023","title":"Adaptive utility","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Behavior & Organization","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Simple (philosophy); Expected utility hypothesis; Preference; Computer science; Adaptation (eye); Mechanism (biology); Consumption (sociology); Subjective expected utility; Mathematical economics; Mathematical optimization; Economics; Microeconomics; Mathematics; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008129573,0.0001267875,0.0004051537,0.0003117408,0.00009571543,0.0000650867,0.0002539942,0.0001039426,0.002119447],"category_scores_gemma":[0.00005998146,0.0001333066,0.0001188088,0.0001668571,0.000043769,0.0005462113,0.00006774766,0.0001402578,0.002309784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836835,"about_ca_system_score_gemma":0.0000490254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225082,"about_ca_topic_score_gemma":0.000005372131,"domain_scores_codex":[0.9984975,0.00001299128,0.001030314,0.0002092583,0.00001962555,0.0002302873],"domain_scores_gemma":[0.9988862,0.0000296131,0.0006856422,0.0002175327,0.00008258975,0.00009843075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006504811,0.0002129925,0.3254719,0.00001814754,0.0001742763,0.00003300109,0.002382674,0.002834295,0.0006501946,0.6564006,0.008524352,0.003232506],"study_design_scores_gemma":[0.005062913,0.0007924719,0.6195919,0.00005484013,0.0002145771,0.0003466775,0.002545088,0.01062247,0.01157507,0.2893394,0.0580558,0.001798807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920313,0.00008856078,0.002988522,0.0003425758,0.001690374,0.0001250728,0.00008067358,0.00004488149,0.002608021],"genre_scores_gemma":[0.9985163,0.0001487238,0.0002279971,0.0000494464,0.0002956698,0.000002862351,0.00002471734,0.00004037179,0.0006938986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3670612,"threshold_uncertainty_score":0.9987928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05458444966013939,"score_gpt":0.240125610406993,"score_spread":0.1855411607468536,"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."}}