{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007520518,0.00008506583,0.0002475598,0.0005939571,0.001414235,0.0003367069,0.001380174,0.0002220652,0.01088422],"category_scores_gemma":[0.01593829,0.00007502225,0.0001218255,0.0007530574,0.001916096,0.0002671648,0.00002072581,0.0005249013,0.0000301839],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460156,"about_ca_system_score_gemma":0.06900889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9590269,"about_ca_topic_score_gemma":0.998633,"domain_scores_codex":[0.9962679,0.000327658,0.0005117281,0.0001195494,0.001716544,0.00105666],"domain_scores_gemma":[0.9944123,0.0003066256,0.0001610516,0.00009086168,0.0004860479,0.004543134],"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":[0.000006225842,0.00001094455,0.09200993,0.00001210494,0.00005509407,0.0009206282,0.01858104,0.000001241699,0.000003254243,0.3852816,0.3583421,0.1447758],"study_design_scores_gemma":[0.0001473564,0.00002259144,0.00900731,0.0001083742,0.000006497578,0.00000443479,0.03047031,0.000003148117,0.00001158137,0.006276874,0.9538656,0.00007590413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07419159,0.002295635,0.0001025927,0.3052426,0.006747244,0.0002355348,0.00001244632,0.00001246928,0.6111599],"genre_scores_gemma":[0.9857473,0.0003592212,0.00008576675,0.002794176,0.002474039,0.000002092782,5.564755e-7,0.000005285519,0.008531597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9115556,"threshold_uncertainty_score":0.9998858,"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."}}