{"id":"W3009637974","doi":"10.3138/jvme-2019-0137","title":"A Survey to Establish the Extent of Flipped Classroom Use Prior to Clinical Skills Laboratory Teaching and Determine Potential Benefits, Challenges, and Possibilities","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flipped classroom; Curriculum; Context (archaeology); Medical education; Teaching method; Resource (disambiguation); Mathematics education; Psychology; Blended learning; Medicine; Computer science; Pedagogy; Educational technology","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":[0.007052868,0.0002584969,0.0003780345,0.001090503,0.0005109349,0.0006972177,0.000257637,0.0005715474,0.004967956],"category_scores_gemma":[0.01924127,0.0002225451,0.0004249506,0.0007386637,0.0003378662,0.001020105,0.0007787941,0.0008898349,0.001370965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005720232,"about_ca_system_score_gemma":0.001289092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008445112,"about_ca_topic_score_gemma":0.001370204,"domain_scores_codex":[0.9958323,0.001763793,0.0007325051,0.0002228356,0.0009872077,0.0004614662],"domain_scores_gemma":[0.9793993,0.007554797,0.004948272,0.0007044676,0.005457,0.00193612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003556845,0.002276896,0.8140005,0.001464589,0.00008372181,0.0006957257,0.01536703,0.0003252158,0.007271967,0.0003599294,0.006629266,0.1511694],"study_design_scores_gemma":[0.00006250651,0.004804263,0.9328958,0.0006165467,0.00005190445,0.001178939,0.02704109,0.00127949,0.002269124,0.0001531608,0.02956431,0.00008286164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991389,0.0001980054,0.001622592,0.0005046032,0.00005565516,0.00112953,0.001001765,0.00003782092,0.004060952],"genre_scores_gemma":[0.9837519,0.00105449,0.007198197,0.0009726529,0.0000618581,0.002582735,0.001089339,0.00002037853,0.003268479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007052868,"threshold_uncertainty_score":0.03729957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878396891657472,"score_gpt":0.4609734300781349,"score_spread":0.2731337409123877,"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."}}