{"id":"W4205212668","doi":"10.3410/f.4058.461550","title":"Faculty Opinions recommendation of Schooling, cognitive ability and health.","year":2005,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Nexus (standard); Quarter (Canadian coin); Demographic economics; Psychology; Population; Educational attainment; Subsidy; Population health; Developmental psychology; Gerontology; Demography; Medicine; Economics; Economic growth; Geography; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330276,0.001073575,0.001040199,0.004128059,0.0005833408,0.002291954,0.002022041,0.001300126,0.1574268],"category_scores_gemma":[0.01215271,0.0004494009,0.0007969513,0.007658177,0.0002396757,0.0008914227,0.00114287,0.001577126,0.1083504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167129,"about_ca_system_score_gemma":0.003559658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0404168,"about_ca_topic_score_gemma":0.05999963,"domain_scores_codex":[0.9989748,0.000147938,0.0001350123,0.0002020692,0.0003619163,0.0001782574],"domain_scores_gemma":[0.9949521,0.001188128,0.0008899778,0.0008244205,0.001402318,0.0007430085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006174527,0.00002471767,0.005070183,0.0003195438,0.00003285076,0.00001651813,0.00001619812,0.0001233758,0.00003615907,0.0002631054,0.9876226,0.00641299],"study_design_scores_gemma":[0.0002947266,0.00001940775,0.03662213,0.0002285951,0.00004702082,0.00004807234,0.0000773731,0.0005857011,0.0002663154,0.0004986675,0.9612927,0.0000193595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003760459,0.00005885204,0.00004685597,0.0002139437,0.00003126982,0.00001396973,0.9968647,0.0001204829,0.002273886],"genre_scores_gemma":[0.001726208,0.0001048558,0.0002754843,0.000115531,0.00003295089,0.00005443346,0.9920132,0.00004330974,0.005633987],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1574268,"threshold_uncertainty_score":0.5266451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09611696599888835,"score_gpt":0.4593162941197599,"score_spread":0.3631993281208715,"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."}}