{"id":"W3121311164","doi":"","title":"Schooling, cognitive ability, and health","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Quality Council; University of Calgary","funders":"","keywords":"Nexus (standard); Cognition; Demographic economics; Quarter (Canadian coin); Subsidy; Educational attainment; Population; Population health; Psychology; Developmental psychology; Economics; Gerontology; Environmental health; Economic growth; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004459315,0.0001435634,0.0003017454,0.0002016425,0.0007462992,0.0001626255,0.0002311388,0.000192523,0.0000758428],"category_scores_gemma":[0.001317915,0.000159026,0.00007053843,0.0000795941,0.0007368806,0.00008313043,0.0005078667,0.0008705095,0.0000110101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891817,"about_ca_system_score_gemma":0.00421352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0116083,"about_ca_topic_score_gemma":0.02751005,"domain_scores_codex":[0.9977499,0.000445879,0.0004233903,0.0005572555,0.0002963221,0.0005272665],"domain_scores_gemma":[0.9987101,0.0004842259,0.0001178596,0.000171357,0.0003131599,0.0002033111],"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":[0.0001793843,0.001309265,0.174029,0.001081237,0.0005409228,0.00001340119,0.1376217,0.004349048,0.000008796836,0.3494604,0.002684428,0.3287224],"study_design_scores_gemma":[0.001368958,0.0003046875,0.3103868,0.002034913,0.00001870023,0.000004740826,0.1113853,0.0005349177,0.00003966214,0.4724584,0.1000051,0.001457753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7144728,0.001641106,0.000005684429,0.04765136,0.001263056,0.001341412,0.0001479457,0.00004649708,0.2334301],"genre_scores_gemma":[0.9774023,0.01897396,0.0002263428,0.0005118783,0.0008049739,0.0001787587,0.00006060033,0.00001356654,0.001827682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272646,"threshold_uncertainty_score":0.9949735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148357426321547,"score_gpt":0.4658032763233845,"score_spread":0.3174458500018375,"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."}}