{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01056211,0.0002588081,0.0006424435,0.001593139,0.0001305257,0.0009732898,0.0006864137,0.0003022214,0.00005471248],"category_scores_gemma":[0.001163286,0.0002520223,0.0001587904,0.0003076568,0.00007217893,0.001996882,0.0005726969,0.0004220877,0.001518845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003320938,"about_ca_system_score_gemma":0.002174792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261921,"about_ca_topic_score_gemma":0.0001547475,"domain_scores_codex":[0.9963866,0.000005051015,0.0008360271,0.0005914684,0.001684136,0.0004967462],"domain_scores_gemma":[0.9954695,0.0001551568,0.0004533678,0.0003283082,0.003534042,0.00005967581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004045783,0.00006871996,0.0003637847,0.001210843,0.0001243507,0.000002004444,0.00001274575,0.003585762,0.000002594594,0.5496444,0.4442373,0.0007071578],"study_design_scores_gemma":[0.001054447,0.000061232,0.0005159979,0.0006827583,0.00006343334,0.00004775661,0.001397064,0.02898644,0.000009879206,0.3047405,0.6613687,0.001071722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01160876,0.000103965,0.00002412012,0.00008373041,0.0006311621,0.0006943463,0.00003978063,0.00004072439,0.9867734],"genre_scores_gemma":[0.9873537,0.00001997095,0.0002575468,0.00007700793,0.004976004,0.0001310444,0.001010182,0.00008341348,0.006091139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9806823,"threshold_uncertainty_score":0.9999932,"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."}}