{"id":"W4404905253","doi":"10.3138/jvme-2024-0059","title":"Embedding the Flipped Classroom Approach to Support Student Learning in Animal Handling and Clinical Skills: Practical Classes Throughout a Veterinary Curriculum","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flipped classroom; Attendance; Curriculum; Context (archaeology); Teamwork; Medical education; Focus group; Blended learning; Class (philosophy); Active learning (machine learning); Experiential learning; Interactivity; Psychology; Mathematics education; Educational technology; Pedagogy; Computer science; Medicine; Multimedia; Sociology","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":[0.005274107,0.001397909,0.000766073,0.001145518,0.002319176,0.002919291,0.003407297,0.001903931,0.0133659],"category_scores_gemma":[0.008931419,0.0006827638,0.001137358,0.0006390126,0.001534499,0.00248064,0.005464937,0.002598488,0.006865124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186118,"about_ca_system_score_gemma":0.004607991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004537706,"about_ca_topic_score_gemma":0.00187286,"domain_scores_codex":[0.997092,0.001178116,0.0001575485,0.0004891473,0.0005745057,0.0005087513],"domain_scores_gemma":[0.9925681,0.001863359,0.0004760902,0.0007806411,0.00128448,0.003027222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006760617,0.01287247,0.007971665,0.002433552,0.00005657928,0.004206589,0.03779846,0.00570805,0.05310676,0.007336722,0.0471795,0.8206536],"study_design_scores_gemma":[0.0009744225,0.02499367,0.03704574,0.004799778,0.0002220703,0.01251525,0.05274238,0.01517094,0.06629764,0.03341621,0.7509317,0.0008901992],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4367473,0.001325006,0.4794232,0.004908181,0.002165511,0.01259095,0.000683896,0.005524319,0.0566318],"genre_scores_gemma":[0.2825806,0.0009726653,0.6894374,0.001392352,0.0002527136,0.004676284,0.0004132231,0.0003963909,0.01987835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0133659,"threshold_uncertainty_score":0.04471338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472614124508021,"score_gpt":0.5716360381649419,"score_spread":0.4243746257141399,"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."}}