{"id":"W2232629085","doi":"10.3138/jvme.0215-028r","title":"Improving Dairy Organizational Communication from the Veterinarian's Perspective: Results of a Continuing Veterinary Medical Education Pilot Program","year":2016,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; National Institutes of Health; U.S. Department of Agriculture","keywords":"Audit; Medical education; Communication skills; Dairy cattle; Medicine; Psychology; Nursing; Knowledge management; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004015184,0.0002925503,0.0005383162,0.0002294513,0.0006243481,0.00003448759,0.001061866,0.0003178363,0.001733355],"category_scores_gemma":[0.02772501,0.0001844948,0.0001461684,0.000477144,0.00045863,0.0009334669,0.0004748983,0.001061467,0.00005609339],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005099,"about_ca_system_score_gemma":0.01024205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008392879,"about_ca_topic_score_gemma":0.00003699533,"domain_scores_codex":[0.9933907,0.002239644,0.002088521,0.000369512,0.001499912,0.0004116506],"domain_scores_gemma":[0.9897892,0.003698969,0.002657848,0.0007565655,0.002606884,0.0004905708],"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":[0.0105129,0.01041286,0.01530937,0.0005363383,0.0005683316,0.00006579342,0.04496636,5.785939e-7,0.02033028,0.003158768,0.1059313,0.7882071],"study_design_scores_gemma":[0.01372249,0.0192216,0.2248609,0.01972534,0.000557064,0.003548931,0.1389443,0.0001510574,0.0001181772,0.004888993,0.5731484,0.001112812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167914,0.002504718,0.0006104448,0.07323319,0.004752408,0.0007549357,0.00002701757,0.00006102804,0.001264809],"genre_scores_gemma":[0.9886087,0.002005143,0.004092574,0.00201697,0.002586681,0.0001937374,0.00005542707,0.00004862457,0.0003921795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7870943,"threshold_uncertainty_score":0.9991792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114942697389738,"score_gpt":0.5093812093534797,"score_spread":0.2978869396145059,"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."}}