{"id":"W3189740744","doi":"10.21423/aabppro20208050","title":"What we know that just ain’t so","year":2020,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Beef Cattle Research Council","keywords":"Meloxicam; Castration; Livestock; Beef industry; Pain management; Medicine; Pain assessment; Animal welfare; Business; Physical therapy; Agricultural science; Geography; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006473253,0.0007971586,0.001285224,0.001788778,0.003385371,0.008779333,0.001601158,0.006665735,0.03509519],"category_scores_gemma":[0.03161721,0.0003325285,0.001257762,0.001389738,0.006768737,0.01275717,0.002859756,0.01274683,0.02164006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245208,"about_ca_system_score_gemma":0.006778783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195252,"about_ca_topic_score_gemma":0.01248162,"domain_scores_codex":[0.9929414,0.002082124,0.000469138,0.0008808674,0.002891038,0.0007355856],"domain_scores_gemma":[0.9684634,0.008343111,0.002435205,0.00144429,0.01455617,0.004757927],"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":[0.0001366226,0.0001362484,0.002541844,0.002605912,0.000112745,0.0005371842,0.0016398,0.00007728613,0.0009601468,0.006702513,0.7748364,0.2097133],"study_design_scores_gemma":[0.00001494982,0.0001089413,0.001195704,0.002927619,0.0000534065,0.001324512,0.003262831,0.0000388658,0.0003086779,0.006070932,0.9846314,0.00006224333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001482042,0.1563936,0.0019326,0.7490394,0.06748722,0.0000511235,0.0003360803,0.0002715705,0.0230064],"genre_scores_gemma":[0.02100798,0.1940598,0.005796832,0.7030991,0.02721888,0.0001109741,0.0005178249,0.0002959193,0.04789263],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03509519,"threshold_uncertainty_score":0.1174051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05329682869960096,"score_gpt":0.2726218202014491,"score_spread":0.2193249915018482,"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."}}