{"id":"W2217010463","doi":"","title":"Student Perceptions and Lessons Learned from Flipping a Master's Level Environmental and Occupational Health Course (Perceptions des étudiants et leçons tirées d'une classe inversée pour un cours de maîtrise en santé environnementale et professionnelle).","year":2015,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flipped classroom; Focus group; Psychology; Perception; Class (philosophy); Medical education; Mathematics education; Blended learning; Pedagogy; Educational technology; Sociology; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003546626,0.0002418883,0.0003985329,0.000538777,0.001788263,0.000101765,0.0001975465,0.0003392072,0.0002761805],"category_scores_gemma":[0.0004855124,0.0002591598,0.00004518006,0.0003245532,0.00240275,0.0003544734,0.0001178017,0.001534712,0.00001095554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009165073,"about_ca_system_score_gemma":0.002327532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006371845,"about_ca_topic_score_gemma":0.05501429,"domain_scores_codex":[0.9959981,0.002380473,0.0004404602,0.0003197526,0.0002502786,0.000610946],"domain_scores_gemma":[0.9982743,0.0003686688,0.0004333645,0.0001049366,0.00007813455,0.0007405454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000153414,0.0001274615,0.857595,0.00001383894,0.0001308484,0.00005378533,0.08411486,0.0000582773,0.001433413,0.002808527,0.000533582,0.05311509],"study_design_scores_gemma":[0.001179543,0.0003383571,0.4756269,0.0003120061,0.0000844171,0.0001981839,0.5147534,0.0001551445,0.00001011034,0.004314792,0.002816027,0.0002111309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8777708,0.005269075,0.003550678,0.1128407,0.0001754718,0.0001586761,0.000142998,0.00001914417,0.00007240332],"genre_scores_gemma":[0.9743481,0.003238949,0.0213276,0.0002435652,0.0001208821,0.000007072661,0.00001918304,0.00002844168,0.0006661861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306385,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247703121511914,"score_gpt":0.4155827560110665,"score_spread":0.290812443859875,"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."}}