{"id":"W4404426822","doi":"10.3982/te5796","title":"Boundedly rational demand","year":2024,"lang":"en","type":"article","venue":"Theoretical Economics","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Mathematical economics; Computer science; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003521771,0.00009734694,0.0001019483,0.00009624153,0.00008360462,0.0005872729,0.0001130925,0.00004465707,0.004530676],"category_scores_gemma":[0.00003602997,0.00009047751,0.00006683441,0.0000862528,0.000234757,0.0004564537,0.00008453684,0.0001049782,0.001291328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002040627,"about_ca_system_score_gemma":0.0000267302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001209144,"about_ca_topic_score_gemma":0.000009327465,"domain_scores_codex":[0.9994302,0.000004878357,0.0001669002,0.0001918007,0.00004160782,0.0001645446],"domain_scores_gemma":[0.9997207,0.000112958,0.00001942927,0.00011595,0.00001915862,0.00001180754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001540119,0.000008782873,0.0006571261,0.00003156356,0.00001110563,0.000004675335,0.00001294013,0.00001097872,0.00002871251,0.9863418,0.0007743593,0.01210252],"study_design_scores_gemma":[0.0001641106,0.00000384099,0.002326165,0.00002699709,0.0000858577,0.000007781804,0.00003826345,0.05847676,0.00002870869,0.7926037,0.1459992,0.0002386052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7466772,0.0001848455,0.002002255,0.002475996,0.0009081368,0.0001030162,0.000003948929,0.0002073027,0.2474374],"genre_scores_gemma":[0.9977524,0.00001741385,0.00007946428,0.001056424,0.0008391365,0.000006795815,0.00001855703,0.00001993934,0.0002098216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2510753,"threshold_uncertainty_score":0.9994863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133518321425115,"score_gpt":0.2233322958454611,"score_spread":0.21199711263121,"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."}}