{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01839295,0.0001630783,0.000367645,0.0002643249,0.0003491467,0.0002809073,0.0003599095,0.0002169662,0.00007720674],"category_scores_gemma":[0.01478017,0.0001159169,0.0001199618,0.0006344012,0.0003424461,0.000623183,0.0001952434,0.002076346,0.000007047443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480576,"about_ca_system_score_gemma":0.003188355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008235363,"about_ca_topic_score_gemma":0.000009651071,"domain_scores_codex":[0.9937729,0.003371634,0.001020179,0.0003147567,0.001156498,0.000364058],"domain_scores_gemma":[0.9970813,0.001949551,0.0003002801,0.0001187325,0.0002131808,0.0003369244],"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":[0.0008236652,0.009164038,0.2197025,0.0004593371,0.0004394187,0.001373048,0.1870982,0.00007442029,0.001491258,0.01817998,0.01154024,0.5496538],"study_design_scores_gemma":[0.001652293,0.01535973,0.218366,0.003016711,0.0002688295,0.006435652,0.1929867,0.008564497,0.00001129379,0.001121498,0.5513399,0.0008768733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764257,0.0003435386,0.007269369,0.0109387,0.002756417,0.0002576686,3.672814e-7,0.00003827374,0.00196998],"genre_scores_gemma":[0.9676539,0.00034918,0.02907032,0.0005909494,0.002163298,0.00001723686,0.000001981368,0.00002105167,0.0001320352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.548777,"threshold_uncertainty_score":0.9935188,"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."}}