{"id":"W7096806680","doi":"","title":"© 2010 Canadian Medical Association or its licensors","year":2010,"lang":"en","type":"article","venue":"","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Population; Birth rate; Association (psychology); Ethnic group; American Community Survey","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006971458,0.00006806431,0.0001207708,0.0001412628,0.0001316284,0.00003403574,0.0001054513,0.0003342905,0.2746056],"category_scores_gemma":[0.001036661,0.00006076535,0.00003755178,0.0001483433,0.00001079662,0.0001536736,0.00001385285,0.0002919438,0.02799157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008782751,"about_ca_system_score_gemma":0.0002269519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008318158,"about_ca_topic_score_gemma":0.1114843,"domain_scores_codex":[0.9992313,0.000007881348,0.0002863941,0.0001708579,0.0001046605,0.0001988917],"domain_scores_gemma":[0.9992992,0.0001122847,0.000126281,0.0001011565,0.00009136397,0.0002696871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002150541,0.0000454134,0.1269171,0.000008283208,0.00003021663,0.000005368793,0.0001152391,0.000006241485,0.00006061827,0.6400524,0.2300008,0.002736827],"study_design_scores_gemma":[0.0001436717,0.000007713216,0.4570901,0.000003339767,8.991843e-7,0.000003083278,0.000005245027,0.001924979,0.0000414585,0.0006499216,0.5400343,0.00009529848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4257527,0.00005184159,0.00004554237,0.02841014,0.004509836,0.0001556692,0.0001265338,0.000062566,0.5408852],"genre_scores_gemma":[0.7053054,0.00001052705,0.0005028824,0.002525205,0.0004824261,0.000004438555,0.000009651999,0.000009948703,0.2911495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6394025,"threshold_uncertainty_score":0.9982855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773422972152885,"score_gpt":0.2444530366857562,"score_spread":0.2167188069642274,"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."}}