{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465082,0.0005142154,0.0006757166,0.001588782,0.0009939224,0.001068615,0.0005498407,0.0009660752,0.114887],"category_scores_gemma":[0.007643476,0.0001965597,0.000266712,0.0008028796,0.0004433723,0.0005899922,0.0008110753,0.001697263,0.05367375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002488677,"about_ca_system_score_gemma":0.002852878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08745936,"about_ca_topic_score_gemma":0.0929065,"domain_scores_codex":[0.9996141,0.00004966537,0.00002795844,0.0001038147,0.0001335724,0.00007078569],"domain_scores_gemma":[0.9978845,0.0001912538,0.00009715358,0.00004751067,0.001213877,0.0005657978],"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":[0.00003604458,0.000002234656,0.0004911792,0.00005767845,0.000003103004,0.0001198385,0.00004331141,0.00001111727,0.00004479715,0.0003323717,0.9704707,0.02838762],"study_design_scores_gemma":[0.000009878643,0.00000882917,0.002087415,0.0002188072,0.00000699879,0.0006974518,0.0001496701,0.00002938325,0.0001486168,0.0002727057,0.9963567,0.00001350396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003720817,0.1383846,0.001745637,0.515221,0.194352,0.0002331145,0.007192323,0.00113946,0.1380111],"genre_scores_gemma":[0.02891998,0.08933474,0.001360855,0.06209247,0.03774553,0.0001416375,0.002844132,0.0005405764,0.7770201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.114887,"threshold_uncertainty_score":0.3843352,"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."}}