{"id":"W3194083035","doi":"","title":"College Costs, Household Savings, and Stock Market Participation","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Exploit; Portfolio; Stock market; Business; Asset allocation; Stock (firearms); Economics; Finance; Affect (linguistics); Labour economics; Monetary economics","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":[0.0004755119,0.0002193552,0.0002525419,0.0009558909,0.0002683636,0.0008519491,0.000320378,0.0004319054,0.006623423],"category_scores_gemma":[0.006190766,0.0001310433,0.0003543576,0.001150204,0.0002662539,0.0004291199,0.0006497874,0.0006431144,0.0006543495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650344,"about_ca_system_score_gemma":0.0002636447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009852986,"about_ca_topic_score_gemma":0.01716635,"domain_scores_codex":[0.9995244,0.0001260255,0.00004744655,0.00005421036,0.0001041365,0.0001438449],"domain_scores_gemma":[0.9892921,0.002622769,0.005892146,0.0003536987,0.0003062135,0.001532904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007878622,0.000105263,0.9958098,0.000007174487,0.000045729,0.00004058941,0.00003443809,0.0003887106,0.00008040444,0.0001081382,0.0001103622,0.003190661],"study_design_scores_gemma":[0.000001562576,0.00004179152,0.9993309,0.000002578086,0.000008862115,0.00003159931,0.00005517681,0.0002864107,0.0000612338,0.00005026187,0.0001275272,0.000002114661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980345,0.00008439165,0.00007959907,0.00007343633,0.000002539755,0.000005897965,0.0004409455,0.000005725217,0.001273089],"genre_scores_gemma":[0.9987478,0.00007559454,0.00004339858,0.00001072921,0.000007705423,0.000004448946,0.0004557326,0.000001109866,0.0006534315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009852986,"threshold_uncertainty_score":0.02215755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0086325345822824,"score_gpt":0.2128304375351925,"score_spread":0.2041979029529101,"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."}}