{"id":"W2182775679","doi":"10.2310/8000.2013.130996","title":"The reverse classroom: lectures on your own and homework with faculty","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Medical education; Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001189262,0.000596079,0.0002417467,0.0003604168,0.0009621548,0.001256193,0.001605552,0.0009868903,0.01612363],"category_scores_gemma":[0.002974116,0.0002751408,0.0004099841,0.0001868239,0.0008762923,0.0014996,0.002501284,0.001323328,0.00721201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004345493,"about_ca_system_score_gemma":0.001194943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008496605,"about_ca_topic_score_gemma":0.002939777,"domain_scores_codex":[0.9991965,0.0003113243,0.0000307099,0.0001251601,0.0002025244,0.0001338409],"domain_scores_gemma":[0.9983645,0.0005573838,0.000171659,0.0003527929,0.0001122254,0.0004415058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004198746,0.003653037,0.002906115,0.0004963321,0.0000220738,0.0008004788,0.008709143,0.0008180105,0.03016859,0.01074943,0.09267924,0.8485778],"study_design_scores_gemma":[0.001077734,0.003272363,0.01758966,0.0008790929,0.00008144846,0.01023059,0.0103907,0.004089559,0.03400797,0.0246696,0.8933839,0.0003274018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2573003,0.002223071,0.44954,0.01144314,0.002832432,0.002180361,0.0007241762,0.01580002,0.2579565],"genre_scores_gemma":[0.4331844,0.001693711,0.4854993,0.00392175,0.0007404656,0.001321949,0.0004991231,0.000805034,0.07233445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01612363,"threshold_uncertainty_score":0.05393887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102125282799759,"score_gpt":0.423762157637271,"score_spread":0.313549629357295,"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."}}