{"id":"W4410062459","doi":"10.21423/aabppro20259227","title":"Euthanasia decision making in ranches and feedlots","year":2025,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Association of Bovine Practitioners","keywords":"Environmental planning; Environmental science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003056902,0.0001104033,0.0002128273,0.0001760672,0.00006462121,0.00004772918,0.00007656158,0.00006191824,0.0000162721],"category_scores_gemma":[0.001326746,0.000120719,0.00003686328,0.0002749992,0.00009562197,0.00003408362,0.0000898729,0.0001178308,0.000002776186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009060961,"about_ca_system_score_gemma":0.00006690102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006601083,"about_ca_topic_score_gemma":0.0001432722,"domain_scores_codex":[0.9991401,0.00002025411,0.0002834196,0.0002615862,0.0001504912,0.0001441848],"domain_scores_gemma":[0.9988848,0.00008817472,0.0005139435,0.00005503589,0.0004360386,0.00002203691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007236179,0.0001576324,0.7353719,0.0000639084,0.0002422552,6.947364e-7,0.001205778,0.000006661037,0.2253772,0.004107129,0.01036014,0.02238316],"study_design_scores_gemma":[0.001527679,0.0006586603,0.9274344,0.0004368281,0.0000887082,0.000006417909,0.0134435,0.0004124583,0.03158863,0.001722048,0.02222664,0.0004540607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986154,0.00008467287,0.0009892586,0.002040189,0.0000607302,0.0001289219,0.000005941515,0.00001333854,0.01052298],"genre_scores_gemma":[0.9973517,0.0003510673,0.001327013,0.0003619581,0.00003013978,0.00002644638,0.000007252183,0.000007280886,0.0005371106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937885,"threshold_uncertainty_score":0.4922777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363034890881984,"score_gpt":0.3442787536417666,"score_spread":0.3306484047329468,"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."}}