{"id":"W3108769350","doi":"10.3138/jvme.2019-0123","title":"Impact of a Frame Reflection Assignment on Veterinary Student Perspectives toward Animal Welfare and Differing Viewpoints","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal welfare; Viewpoints; Curriculum; Value (mathematics); Psychology; Medical education; Welfare; Animal-assisted therapy; Veterinary medicine; Pedagogy; Medicine; Political science; Pet therapy; Biology; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04012541,0.0007269927,0.0006436436,0.0009948869,0.003946397,0.005001404,0.002162422,0.001710279,0.004153003],"category_scores_gemma":[0.07930287,0.0005898047,0.0008214497,0.0006519044,0.003290032,0.002343472,0.007945429,0.003130204,0.0007800597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003220589,"about_ca_system_score_gemma":0.006202306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147595,"about_ca_topic_score_gemma":0.002451006,"domain_scores_codex":[0.9552896,0.03500354,0.0009851903,0.001676615,0.003442976,0.00360208],"domain_scores_gemma":[0.9276415,0.04646684,0.006375317,0.003884797,0.006314368,0.009317232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001556482,0.004001473,0.03997288,0.0004359258,0.00003962351,0.0008069898,0.7932814,0.0004691507,0.008186071,0.002312557,0.004122396,0.1448152],"study_design_scores_gemma":[0.0003502518,0.009583564,0.0471364,0.0007347752,0.00009296932,0.0003669791,0.8970394,0.002251543,0.007331695,0.002329279,0.03259896,0.0001841876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909981,0.00006528867,0.003439005,0.001841471,0.0001941842,0.0004380205,0.0000317439,0.00005577283,0.002936388],"genre_scores_gemma":[0.9900191,0.0001312027,0.005399109,0.000758488,0.00007699745,0.001080295,0.00004812182,0.00003554201,0.002451231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04012541,"threshold_uncertainty_score":0.212206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.421930978169783,"score_gpt":0.5889134532832964,"score_spread":0.1669824751135133,"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."}}