{"id":"W1916790234","doi":"10.36834/cmej.36623","title":"Towards a program of focused and applied curriculum research","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Curriculum; Computer science; Mathematics education; Engineering ethics; Data science; Psychology; Pedagogy; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2525578,0.002770894,0.005029752,0.01779259,0.007787964,0.02533634,0.01032712,0.01346734,0.007474653],"category_scores_gemma":[0.1288082,0.002222686,0.003519022,0.008901169,0.03990706,0.02604439,0.03393833,0.02674118,0.003382576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0166132,"about_ca_system_score_gemma":0.09036852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003566931,"about_ca_topic_score_gemma":0.002782648,"domain_scores_codex":[0.8551915,0.1052412,0.006052607,0.009923265,0.01971111,0.003880431],"domain_scores_gemma":[0.7442901,0.1421788,0.006076291,0.05008759,0.0373756,0.01999157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002970074,0.004539174,0.005474187,0.006586891,0.0003690676,0.0003750047,0.02055743,0.003533643,0.005255187,0.5515991,0.04153464,0.3598785],"study_design_scores_gemma":[0.0005452247,0.001131233,0.005031283,0.009195456,0.00009111827,0.0006346396,0.01966052,0.005004926,0.002363314,0.638861,0.3172938,0.0001875168],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01514523,0.04102544,0.4927834,0.387347,0.00777387,0.007416608,0.000362284,0.001427297,0.04671897],"genre_scores_gemma":[0.06668508,0.01590277,0.8552876,0.03918187,0.002079715,0.0104579,0.0005237974,0.0003587326,0.009522564],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2525578,"threshold_uncertainty_score":0.9217293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397559209241524,"score_gpt":0.3876067529080919,"score_spread":0.3636311608156766,"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."}}