{"id":"W3125565229","doi":"10.21423/aabppro20183160","title":"Tales from the grave","year":2018,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Flock; Simplicity; Herd; Medical diagnosis; Medicine; Veterinary medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001601725,0.001074382,0.000572072,0.00110795,0.004791225,0.004799041,0.0009493202,0.002672908,0.2585477],"category_scores_gemma":[0.005574414,0.000413114,0.0007308098,0.0003245645,0.001556842,0.003811145,0.004441602,0.006288913,0.1256363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258941,"about_ca_system_score_gemma":0.002077497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185846,"about_ca_topic_score_gemma":0.0138605,"domain_scores_codex":[0.998893,0.0002316158,0.00004436044,0.0002135363,0.0004279618,0.0001894974],"domain_scores_gemma":[0.9969534,0.0002520843,0.00009703544,0.0001709316,0.000972239,0.001554345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000383182,0.00005896037,0.0005301745,0.00006619957,0.000005861303,0.0004697061,0.0004971043,0.0000340737,0.0004973179,0.003252534,0.9369613,0.05758835],"study_design_scores_gemma":[0.00000514524,0.00004289985,0.0004587696,0.00009310951,0.000003566122,0.0008519701,0.0009013392,0.00003787375,0.0001021439,0.001306598,0.9961833,0.00001326324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007722158,0.01843566,0.008217487,0.3330384,0.1228146,0.0002303632,0.0006791342,0.001966399,0.5068959],"genre_scores_gemma":[0.01389814,0.004387819,0.002553308,0.06583411,0.00726688,0.00005288476,0.000177054,0.0004767961,0.905353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2585477,"threshold_uncertainty_score":0.8649282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763739293515025,"score_gpt":0.3217758390199054,"score_spread":0.2841384460847552,"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."}}