{"id":"W2768352899","doi":"10.3138/jvme.1016-166r1","title":"Training Method and Other Factors Affecting Student Accuracy in Bovine Pregnancy Diagnosis","year":2017,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Palpation; Medicine; Gestation; Obstetrics; Breed; Animal science; Surgery; Biology","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":[0.002302093,0.0001375751,0.0003597898,0.0001765943,0.0007753256,0.00004179622,0.0002904715,0.0001340071,0.0005379817],"category_scores_gemma":[0.01268688,0.0001063246,0.00005710219,0.0000669803,0.00006511544,0.000744576,0.0001703853,0.0007862412,0.000007061937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337683,"about_ca_system_score_gemma":0.001092225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010639,"about_ca_topic_score_gemma":0.00003568129,"domain_scores_codex":[0.9977115,0.0007234034,0.0007407464,0.0001632128,0.0003948401,0.0002663437],"domain_scores_gemma":[0.9956573,0.002404658,0.001299896,0.0002331231,0.0001507241,0.0002542848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001349616,0.0005955952,0.708339,0.000235547,0.00006077516,0.00004389026,0.08370833,3.930296e-7,0.0001136811,0.00005023402,0.001089886,0.2056277],"study_design_scores_gemma":[0.000836694,0.000867166,0.8743214,0.002937444,0.00004241878,0.0002156369,0.0783104,0.000007273743,0.000005721213,0.0001396037,0.04219469,0.0001215642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871801,0.001263993,0.0001820566,0.006547806,0.003161846,0.0002479372,0.000001052418,0.000008132093,0.001407112],"genre_scores_gemma":[0.9956102,0.001172441,0.001479511,0.0007258634,0.0007777927,0.00005666192,8.108098e-7,0.00001716711,0.0001595406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055062,"threshold_uncertainty_score":0.9956297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6048516693743975,"score_gpt":0.6389235426400203,"score_spread":0.03407187326562278,"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."}}