{"id":"W4408490707","doi":"10.36834/cmej.81103","title":"The hidden curriculum","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Curriculum; Artificial intelligence; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910642,0.0003214672,0.000244319,0.001290801,0.004624957,0.008631001,0.001260842,0.001885752,0.08335242],"category_scores_gemma":[0.006580956,0.0003090662,0.0002944797,0.001145749,0.005097066,0.006233964,0.00813322,0.004026042,0.009906221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146567,"about_ca_system_score_gemma":0.03606596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06078601,"about_ca_topic_score_gemma":0.1578874,"domain_scores_codex":[0.9981155,0.0002989631,0.00004829803,0.0001732855,0.0008192807,0.0005445943],"domain_scores_gemma":[0.9959273,0.0004862242,0.000150294,0.0002931548,0.0006368249,0.002506129],"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":[0.00002621291,0.0001324394,0.001296347,0.000108652,0.000002233882,0.00009261008,0.003185514,0.0001330463,0.0002985551,0.5780963,0.2872335,0.1293946],"study_design_scores_gemma":[0.0000123862,0.00002215297,0.002119956,0.0004014058,0.000003294177,0.00006125072,0.003651181,0.0001572854,0.0002558618,0.05882252,0.9344807,0.00001197275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01378989,0.00378956,0.004054278,0.09222905,0.005066793,0.00007976253,0.000354107,0.0002553908,0.8803812],"genre_scores_gemma":[0.2268782,0.004588039,0.003952222,0.0187643,0.001156304,0.0001160604,0.0005086882,0.0002872688,0.7437488],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08335242,"threshold_uncertainty_score":0.2788416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00760266629459089,"score_gpt":0.2578410886442583,"score_spread":0.2502384223496674,"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."}}