{"id":"W3043092400","doi":"10.1017/s1751731120001652","title":"Reduced space in outdoor feedlot impacts beef cattle welfare","year":2020,"lang":"en","type":"article","venue":"animal","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"Universidade Estadual Paulista","keywords":"Feedlot; Beef cattle; Animal science; Animal husbandry; Animal health; Barn; Veterinary medicine; Livestock; Animal welfare; Biology; Medicine; Ecology; Agriculture; Geography","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":[0.0003520078,0.0002765531,0.0002732763,0.0002946123,0.0004049325,0.000754117,0.0002447403,0.0003027716,0.002063448],"category_scores_gemma":[0.0004384061,0.0001324327,0.0003543837,0.0002213031,0.0003568985,0.0002690037,0.0004805388,0.0003122923,0.0002083828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643868,"about_ca_system_score_gemma":0.0002978974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686941,"about_ca_topic_score_gemma":0.02064233,"domain_scores_codex":[0.999579,0.0001159567,0.00002161044,0.00008125193,0.00007825279,0.0001239036],"domain_scores_gemma":[0.9994487,0.00005502429,0.0002347335,0.00003098315,0.0000552884,0.0001752632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007829191,0.002843923,0.4807281,0.0004849475,0.0005876565,0.0007879143,0.00196379,0.001154064,0.4569161,0.0002065791,0.0008754369,0.04562235],"study_design_scores_gemma":[0.000009337791,0.003136243,0.9926138,0.00001893114,0.00004276586,0.00008120327,0.0005624381,0.0001146525,0.002481092,0.00003268469,0.0008981917,0.000008692207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992521,0.0001758406,0.00009400998,0.00002224153,0.00000430912,0.000004365215,0.00007281404,0.000004681553,0.0003696124],"genre_scores_gemma":[0.9980584,0.000219305,0.0002599419,0.00004980523,0.000009275723,0.00001420967,0.0002420075,0.000004421409,0.001142613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00686941,"threshold_uncertainty_score":0.01365882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07351161734354042,"score_gpt":0.3343312337377916,"score_spread":0.2608196163942511,"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."}}