{"id":"W4413185968","doi":"10.63838/001c.142941","title":"Supporting Canadian content","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Medical Specialties","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Computer science; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005148228,0.0009223924,0.0009914369,0.004552458,0.01035478,0.0118856,0.002398205,0.004649411,0.5607759],"category_scores_gemma":[0.05718467,0.0007638642,0.0006985928,0.006958396,0.002506388,0.004320621,0.00538253,0.003713655,0.181851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02549104,"about_ca_system_score_gemma":0.2105442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.657959,"about_ca_topic_score_gemma":0.8063717,"domain_scores_codex":[0.989213,0.0005216301,0.0004297293,0.0006283444,0.007536681,0.001670549],"domain_scores_gemma":[0.9097015,0.004962123,0.001483108,0.003244545,0.06102254,0.0195861],"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":[0.00000482406,0.000004909121,0.00009198412,0.0000723769,0.000001563773,0.00004163519,0.00006871209,0.000005593602,0.00005206633,0.001975333,0.9836211,0.01405985],"study_design_scores_gemma":[0.000002939732,0.000002406175,0.0003076612,0.00007944106,0.000001793667,0.00003385314,0.000173453,0.0000143719,0.00002895682,0.0002607011,0.9990871,0.000007333505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0009074293,0.003703332,0.0008708813,0.1579081,0.0441571,0.0002996968,0.01226077,0.001355913,0.7785368],"genre_scores_gemma":[0.0138209,0.006157555,0.002795318,0.036177,0.004580325,0.0001297498,0.006615287,0.001149846,0.928574],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5607759,"threshold_uncertainty_score":0.6881107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08721760634052202,"score_gpt":0.426877356108406,"score_spread":0.339659749767884,"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."}}