{"id":"W2786171551","doi":"10.3138/jvme.0317-034r","title":"Conversation Analysis of Veterinarians' Proposals for Long-Term Dietary Change in Companion Animal Practice in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Guelph","funders":"Royal Canin","keywords":"Conversation; Companion animal; Presumption; Medicine; Medical education; Conversation analysis; Behaviour change; Psychology; Veterinary medicine; Nursing; Communication; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002243518,0.0001494373,0.000567655,0.0006239364,0.0001377207,0.000007520524,0.0002113534,0.0001591359,0.000971122],"category_scores_gemma":[0.002396391,0.0001365115,0.00009038403,0.0006439933,0.0000891521,0.0008377086,0.00006703785,0.0005791253,0.000003144655],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115725,"about_ca_system_score_gemma":0.009014987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5834643,"about_ca_topic_score_gemma":0.7868776,"domain_scores_codex":[0.9968755,0.000695384,0.001359878,0.0001976001,0.0005681107,0.0003034811],"domain_scores_gemma":[0.9962643,0.001160838,0.001293571,0.0001843396,0.0009132053,0.0001837595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004652186,0.001646848,0.9220573,0.0004215038,0.000473119,0.00008432406,0.0561225,0.000002038283,0.0007224343,0.00003684951,0.002761247,0.01101964],"study_design_scores_gemma":[0.001078591,0.002596741,0.9691768,0.0006241282,0.0003286475,0.000113212,0.01415339,0.000152422,0.000004968537,0.00001059324,0.01163975,0.0001207115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834141,0.0002687268,0.0000586662,0.01250504,0.002949032,0.0006068181,0.000005754508,0.000003972711,0.0001878515],"genre_scores_gemma":[0.9962702,0.000189487,0.0007472826,0.001900233,0.00065237,0.0001229834,0.00004561295,0.00001243949,0.00005939099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034132,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3764491207879981,"score_gpt":0.5393586978593419,"score_spread":0.1629095770713438,"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."}}