{"id":"W2109882795","doi":"10.3386/w10410","title":"Heterogeneous Investors and their Changing Demand and Supply Schedules for Individual Common Stocks","year":2004,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Economics; Monetary economics; Financial economics; Industrial organization","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":[0.00122676,0.0003108893,0.0002949256,0.001104015,0.0002062594,0.001067516,0.0003722019,0.000486385,0.003239506],"category_scores_gemma":[0.007895092,0.0003958481,0.000434501,0.0009861868,0.0002738819,0.00110441,0.0004951502,0.0004340989,0.0006734164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006960963,"about_ca_system_score_gemma":0.0001884607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006889214,"about_ca_topic_score_gemma":0.00854528,"domain_scores_codex":[0.999687,0.00008379088,0.00003850403,0.00007718588,0.0000503194,0.00006324903],"domain_scores_gemma":[0.9948396,0.002208079,0.001963227,0.0004335875,0.0002665931,0.0002888547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003087191,0.0001269981,0.9796147,0.00001377951,0.00009638192,0.0001266459,0.0002985401,0.009466202,0.001077125,0.0007931624,0.0004529441,0.007624831],"study_design_scores_gemma":[0.00005022907,0.0001700015,0.8895811,0.000009900118,0.0000699451,0.0002582034,0.0008486987,0.1053452,0.001185145,0.001804784,0.0006349329,0.00004191265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999082,0.00001479566,0.0002528513,0.00002202241,7.640417e-7,0.00000557954,0.0003353097,0.00000398851,0.0002828558],"genre_scores_gemma":[0.9986441,0.00002340316,0.0002093336,0.000006474011,0.000002628254,0.000005492719,0.0008372805,0.000002468918,0.0002688668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006889214,"threshold_uncertainty_score":0.01369822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.325577893067147,"score_gpt":0.4215953040734337,"score_spread":0.09601741100628675,"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."}}