{"id":"W3107625538","doi":"10.3982/te3715","title":"Transferable utility and demand functions","year":2020,"lang":"en","type":"article","venue":"Theoretical Economics","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Science Foundation","keywords":"Transferable utility; Mathematical economics; Expected utility hypothesis; Set (abstract data type); Economics; Property (philosophy); Utility theory; Computer science; Microeconomics; Game theory","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":[0.0003321678,0.00007360671,0.0001340359,0.00001095722,0.0002805576,0.00006276614,0.0001057956,0.00008997211,0.0006262717],"category_scores_gemma":[0.00009253682,0.00007570355,0.00004005323,0.00006050928,0.0009174177,0.00008795378,0.00002144825,0.000111378,0.00005092676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000216692,"about_ca_system_score_gemma":0.00008049914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004457276,"about_ca_topic_score_gemma":0.0001011345,"domain_scores_codex":[0.9993253,0.00007945429,0.0001369174,0.0001993922,0.00004076042,0.000218209],"domain_scores_gemma":[0.9994872,0.0001202593,0.00001362045,0.000086126,0.0000211566,0.0002717006],"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":[0.0000186572,0.00001349744,0.004805156,0.000005100178,0.00000922774,3.432613e-7,0.005378332,0.00002048284,0.000006768164,0.9887136,0.0000960019,0.0009328531],"study_design_scores_gemma":[0.0008528786,0.00014786,0.01666292,0.000004844816,0.00008299997,0.000001519377,0.02315049,0.03616052,0.00002470481,0.8741649,0.04829594,0.0004504556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573925,0.00006098814,0.00847858,0.006279422,0.0001348197,0.000114653,0.00003250483,0.00005930283,0.1274472],"genre_scores_gemma":[0.9976974,0.0004568688,0.0002223756,0.001356692,0.0001460346,0.000003076342,0.000004112127,0.000007549689,0.0001059024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403048,"threshold_uncertainty_score":0.6857236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202644195528135,"score_gpt":0.2398634450100867,"score_spread":0.2195990254572732,"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."}}