{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003638623,0.0003267789,0.0007168964,0.0002047426,0.000834465,0.0001194203,0.0007053969,0.0004011084,0.0005582071],"category_scores_gemma":[0.01380377,0.0002278785,0.0003446064,0.001129552,0.0007689489,0.0003582684,0.0002794031,0.0006878802,0.00003006857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230482,"about_ca_system_score_gemma":0.001585736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412157,"about_ca_topic_score_gemma":0.000380158,"domain_scores_codex":[0.9954464,0.0008635099,0.00144292,0.0005262182,0.00139509,0.0003258155],"domain_scores_gemma":[0.9887002,0.0002990492,0.001378946,0.0004587377,0.008859058,0.0003040121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006105742,0.000310228,0.00002354508,0.002510547,0.0001019075,1.766447e-8,0.001211244,3.940823e-8,6.885525e-8,0.002847084,0.9905314,0.002457809],"study_design_scores_gemma":[0.0002372869,0.00006147093,0.004370749,0.005534749,0.00006947274,0.000003073236,0.0004993387,0.000001461828,0.000001348665,0.0001384819,0.9888765,0.0002060478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[7.165701e-7,0.001784073,0.000009014828,0.4149491,0.0006291416,0.0006838844,0.5818279,0.00001333007,0.0001028321],"genre_scores_gemma":[0.00003730099,0.001592514,0.0004011073,0.01111494,0.0009862584,0.0001986059,0.9843946,0.0000101066,0.001264645],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4038341,"threshold_uncertainty_score":0.9945034,"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."}}