{"id":"W2799701854","doi":"10.25336/csp29394","title":"Dr. Anatole Romaniuk","year":2018,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001483084,0.000043996,0.0001124317,0.00006748907,0.0000829306,0.000003019132,0.00003669052,0.00004408418,0.0001827499],"category_scores_gemma":[0.0003506275,0.0000276943,0.00001478575,0.0001730642,0.0001938813,0.00002428225,0.00001196907,0.00004724676,0.00004440448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439438,"about_ca_system_score_gemma":0.00003480076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04010884,"about_ca_topic_score_gemma":0.426656,"domain_scores_codex":[0.9994778,0.00001429314,0.000111642,0.000123889,0.00009329824,0.0001790883],"domain_scores_gemma":[0.9996889,0.00001719797,0.00001601141,0.00006020125,0.0000392204,0.0001784986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006480779,0.000008398416,0.9704906,0.000009662356,0.00000830939,0.00002617543,0.0001493088,1.438942e-7,0.00003691002,0.003969234,0.005875996,0.01941883],"study_design_scores_gemma":[0.0001467266,0.0001246728,0.9760142,0.00004355338,0.00000525896,0.000005817739,0.0002787209,0.00009634472,0.0000198093,0.002998032,0.02021877,0.00004809789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784674,0.000329566,0.000001979294,0.003813959,0.0003575934,0.00009738692,0.000001475127,0.00001233997,0.01691831],"genre_scores_gemma":[0.9976912,0.0000222603,0.0001012504,0.001466501,0.0002522581,0.000004138349,0.000008498599,0.000001383754,0.0004525407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3865471,"threshold_uncertainty_score":0.9662831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000950944403913,"score_gpt":0.3695865470155456,"score_spread":0.2694914525751543,"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."}}