{"id":"W4401358250","doi":"10.36834/cmej.78097","title":"A Novel IDEA(-R) for a small group teaching format","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Group (periodic table); Computer science; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.003723625,0.0009547771,0.0004323348,0.0006809005,0.0007631381,0.002334338,0.003268415,0.001577494,0.04167171],"category_scores_gemma":[0.008815041,0.0003835484,0.0008150373,0.0006487299,0.0007763134,0.003079406,0.003494356,0.0019185,0.01473177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004416411,"about_ca_system_score_gemma":0.00123576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000219563,"about_ca_topic_score_gemma":0.0003041864,"domain_scores_codex":[0.9976344,0.0009004257,0.000191351,0.0004499489,0.0006187526,0.0002051323],"domain_scores_gemma":[0.9941071,0.002345166,0.0004200914,0.001407095,0.0006603028,0.001060137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001858237,0.003991046,0.002432033,0.001622961,0.00005083124,0.0005825377,0.002023427,0.002545136,0.04913203,0.0425178,0.03156852,0.8616756],"study_design_scores_gemma":[0.004802636,0.02874209,0.01543085,0.001343115,0.000416379,0.007646566,0.001878258,0.09070057,0.1012971,0.06158289,0.685244,0.0009155652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04365752,0.0002461015,0.8938072,0.001044699,0.001681449,0.004618276,0.0007619334,0.01236775,0.04181496],"genre_scores_gemma":[0.07920481,0.0001191212,0.8957992,0.0005817272,0.0002874742,0.005170016,0.0004490886,0.0005567864,0.0178318],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04167171,"threshold_uncertainty_score":0.1394058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094640898305213,"score_gpt":0.3497647208145926,"score_spread":0.3288183118315405,"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."}}