{"id":"W2972575709","doi":"10.21423/aabppro20123879","title":"behavioral and physiological consequences of overstocking dairy cattle","year":2012,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Animal welfare; Barn; Dairy cattle; Business; Biology; Animal science; Engineering; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003430649,0.0001166393,0.0002991018,0.00002171868,0.00008852987,0.00001567669,0.0001085616,0.00006407216,0.00009903408],"category_scores_gemma":[0.000479533,0.00006089655,0.00005193646,0.0002649476,0.0005676497,0.0005924825,0.00006465928,0.0001371449,0.000003757378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006090525,"about_ca_system_score_gemma":0.00001824459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004680311,"about_ca_topic_score_gemma":0.000004643008,"domain_scores_codex":[0.9990101,0.00004990115,0.0002603047,0.0002256219,0.0002258226,0.0002282596],"domain_scores_gemma":[0.9981611,0.0002025664,0.001128085,0.00002963883,0.0004080965,0.00007046244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003390628,0.00013889,0.27748,0.000006486582,0.00002231093,2.700771e-8,0.000442622,3.571272e-7,0.7175441,0.002163847,0.0003530908,0.001814337],"study_design_scores_gemma":[0.00009676305,0.001216876,0.9720185,0.00001837115,0.00004014229,0.000003822843,0.0051423,0.000005951199,0.02011335,0.0007478226,0.0004452309,0.0001508734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971745,0.00003253304,0.000003452002,0.001736903,0.00005612999,0.0001425255,0.00002978049,0.00002894844,0.0007952398],"genre_scores_gemma":[0.9991541,0.00006683159,0.0004939659,0.00006748109,0.0001194922,0.00002026719,0.00002235894,0.000001072033,0.00005443678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6974308,"threshold_uncertainty_score":0.2483289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109697270719964,"score_gpt":0.2861372193996433,"score_spread":0.2450402466924437,"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."}}