{"id":"W4307203272","doi":"10.82308/2767","title":"What are the emotional responses of tie-stall cows to indoor and outdoor exercise access?","year":2022,"lang":"en","type":"preprint","venue":"Open MIND","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stall (fluid mechanics); Environmental science; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006313479,0.0001721866,0.0003568782,0.0002940356,0.0005637261,0.001560217,0.0002476911,0.0007581761,0.003263461],"category_scores_gemma":[0.001356985,0.0001847333,0.0002685753,0.0001975881,0.0007540121,0.000405321,0.0004216396,0.0007143881,0.0003451245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003324,"about_ca_system_score_gemma":0.0005545557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01807949,"about_ca_topic_score_gemma":0.04769975,"domain_scores_codex":[0.9997279,0.00006974879,0.000006437191,0.00005984079,0.00004719854,0.00008889643],"domain_scores_gemma":[0.9994567,0.0001311242,0.000179908,0.00002329443,0.00008158758,0.0001273469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004848404,0.0009695351,0.7197342,0.0008432437,0.0005042499,0.0007117272,0.01846289,0.0006129033,0.1549021,0.001132478,0.002292404,0.09498587],"study_design_scores_gemma":[0.00001044065,0.0005217314,0.9912843,0.00005601754,0.00004027307,0.0000367428,0.005424852,0.0001652705,0.0009556384,0.0001775847,0.001308709,0.00001850366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958078,0.0005671303,0.0002803282,0.0002584594,0.00002429163,0.00001780788,0.0001242145,0.000004583376,0.002915429],"genre_scores_gemma":[0.9942318,0.0008058258,0.000370784,0.0003033963,0.00002747386,0.00004818246,0.0001972122,0.000006277855,0.004009087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01807949,"threshold_uncertainty_score":0.03594851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06131072857991992,"score_gpt":0.311872898380301,"score_spread":0.250562169800381,"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."}}