{"id":"W2243463457","doi":"10.3138/jvme.0315-030r","title":"Understanding Reliability: A Review for Veterinary Educators","year":2015,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Curriculum; Medical education; Psychology; Veterinary medicine; Medicine; Pedagogy","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":[0.02185849,0.00117998,0.003779291,0.01419957,0.0008012601,0.003551404,0.002529672,0.002467932,0.00345224],"category_scores_gemma":[0.105142,0.001042082,0.003346301,0.01246716,0.00199732,0.004927021,0.002093939,0.002389812,0.0005939162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003434258,"about_ca_system_score_gemma":0.01339012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009459084,"about_ca_topic_score_gemma":0.01901037,"domain_scores_codex":[0.9881661,0.00421757,0.003735967,0.0008333083,0.002847261,0.0001997233],"domain_scores_gemma":[0.8202807,0.1557996,0.009495378,0.001866179,0.01191319,0.0006448937],"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":[0.00007372832,0.00004229374,0.001558054,0.3456418,0.001285057,0.000139717,0.001002619,0.0001802379,0.000153028,0.002636091,0.01261307,0.6346743],"study_design_scores_gemma":[0.00002825497,0.0001212959,0.00644643,0.7043521,0.004615705,0.0009402919,0.001113351,0.0001276613,0.0001956811,0.003326398,0.2786568,0.00007598507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009401043,0.9989472,0.0001352541,0.0005303263,0.00008690714,0.00001393776,0.00003253062,0.000002483056,0.0001573865],"genre_scores_gemma":[0.00156957,0.9973726,0.0005424484,0.0003294446,0.00007740597,0.00003396086,0.00003558551,0.000002493644,0.00003641276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02185849,"threshold_uncertainty_score":0.1156002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8612087243948452,"score_gpt":0.6637361171560718,"score_spread":0.1974726072387734,"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."}}