{"id":"W4299405098","doi":"10.3386/w21749","title":"A Demand System Approach to Asset Pricing","year":2015,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"Booth School of Business, University of Chicago; University of Chicago","keywords":"Asset (computer security); Consumption-based capital asset pricing model; Financial economics; Economics; Business; Capital asset pricing model; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00203318,0.0009510267,0.001189965,0.001222796,0.000636955,0.002469063,0.002420912,0.002549043,0.01379571],"category_scores_gemma":[0.007073156,0.0008926007,0.001452594,0.001569327,0.001118393,0.003347237,0.001663247,0.003021229,0.001774748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197631,"about_ca_system_score_gemma":0.001562657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007505535,"about_ca_topic_score_gemma":0.006108261,"domain_scores_codex":[0.9986593,0.0006443964,0.00005131134,0.0002426835,0.0002523796,0.000149996],"domain_scores_gemma":[0.9977017,0.001376129,0.0002669906,0.0001758025,0.0003230513,0.000156298],"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":[0.00002481913,0.0001079305,0.002741621,0.00005635096,0.00008032891,0.0001668371,0.0001322796,0.2300176,0.0007054267,0.7545874,0.00417667,0.007202732],"study_design_scores_gemma":[0.00002653138,0.00002906927,0.0005832986,0.00001239735,0.00002047589,0.00007006633,0.00003589946,0.8467379,0.0001104436,0.148673,0.003679648,0.00002139431],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02358606,0.0004074697,0.948092,0.003766698,0.0001774748,0.0001220267,0.00112514,0.0001972758,0.02252586],"genre_scores_gemma":[0.816444,0.001733307,0.1090397,0.0009452602,0.0009541942,0.0007224881,0.001913502,0.00019055,0.06805703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01379571,"threshold_uncertainty_score":0.04615122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4103010122332364,"score_gpt":0.4462509680712172,"score_spread":0.03594995583798077,"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."}}