{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004374628,0.0001632371,0.000324844,0.00001479497,0.000181653,0.0002992337,0.0002193134,0.00006825729,0.0006838621],"category_scores_gemma":[0.0007471665,0.00008618422,0.00009986215,0.0005155687,0.0001450818,0.001384101,0.00006695349,0.0002169532,0.00007679455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007700045,"about_ca_system_score_gemma":0.00003995319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001867246,"about_ca_topic_score_gemma":0.00004160764,"domain_scores_codex":[0.9985147,0.00005069533,0.0003034322,0.0003783288,0.0004886979,0.0002642092],"domain_scores_gemma":[0.9980578,0.0001748751,0.001068983,0.00002767917,0.0005120651,0.0001585927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003816699,0.000348363,0.1343796,0.0001282689,0.000156362,0.000001568954,0.007637539,0.000001137338,0.5370272,0.00844657,0.05061197,0.2608797],"study_design_scores_gemma":[0.0006896214,0.002920301,0.1420925,0.0002615199,0.0001687703,0.000004651089,0.1198394,0.0007638204,0.03997834,0.001500808,0.6906041,0.001176147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7642104,0.0001296004,0.0000139745,0.2330087,0.00009990871,0.0001918432,0.00002836024,0.0001178212,0.002199368],"genre_scores_gemma":[0.9940341,0.002349454,0.0001669584,0.002463488,0.0003261717,0.00001427883,0.00004795286,0.00000193748,0.0005957115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6399921,"threshold_uncertainty_score":0.7487811,"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."}}