{"id":"W1996404745","doi":"10.3138/jvme.0414-046r","title":"Creation of a Metric for Faculty Effort in Teaching in the Veterinary Curriculum","year":2014,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Metric (unit); Medical education; Teaching method; Faculty development; Veterinary medicine; Mathematics education; Medicine; Psychology; Pedagogy; Professional development; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02764183,0.0006998282,0.0007348967,0.008096682,0.001098953,0.002320009,0.001068198,0.0006656757,0.001589563],"category_scores_gemma":[0.08664205,0.0003185892,0.0009396766,0.005102543,0.0007902168,0.001839035,0.002500313,0.0009748886,0.0006279814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237223,"about_ca_system_score_gemma":0.002816353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710881,"about_ca_topic_score_gemma":0.003447151,"domain_scores_codex":[0.9746912,0.009624513,0.005161845,0.0008683764,0.008652803,0.00100122],"domain_scores_gemma":[0.8852222,0.04804293,0.01605287,0.0052831,0.04178141,0.003617493],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008646612,0.001197016,0.5569034,0.001604933,0.0005083646,0.0001544053,0.009056579,0.007312154,0.008119825,0.008072814,0.01627949,0.3899265],"study_design_scores_gemma":[0.00024533,0.0038537,0.8712579,0.0005817393,0.0002073086,0.0003187877,0.01089187,0.03861965,0.01487779,0.005913176,0.05292187,0.000310788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8627191,0.0005814749,0.09590302,0.000934503,0.0004034377,0.004414453,0.005682843,0.001080066,0.02828113],"genre_scores_gemma":[0.825349,0.0002105324,0.1630567,0.0001179482,0.00008843797,0.004520281,0.004523214,0.0001468502,0.001987],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9723582,"threshold_uncertainty_score":0.1461858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3268000274782375,"score_gpt":0.5788216855208717,"score_spread":0.2520216580426342,"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."}}