{"id":"W2062687208","doi":"10.1017/s1751731108003194","title":"Gait assessment in dairy cattle","year":2008,"lang":"en","type":"article","venue":"animal","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lameness; Udder; Gait; Animal welfare; Reliability (semiconductor); Physical medicine and rehabilitation; Gait analysis; Dairy cattle; Limiting; Medicine; Physical therapy; Mastitis; Animal science; Biology; Engineering; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001633032,0.0004805754,0.0006754311,0.003531187,0.0002569956,0.001016606,0.0004760165,0.000631396,0.001012057],"category_scores_gemma":[0.002685814,0.0001901147,0.0003514996,0.002362315,0.0003458014,0.00043295,0.0004275907,0.0003769308,0.0005040805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005051813,"about_ca_system_score_gemma":0.0003274266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004295964,"about_ca_topic_score_gemma":0.007338876,"domain_scores_codex":[0.9989721,0.0003772339,0.0001223538,0.0001354564,0.0003412011,0.00005177223],"domain_scores_gemma":[0.9990139,0.000204169,0.00028804,0.0000304786,0.0004117379,0.00005165307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001012035,0.000240864,0.1958693,0.004162919,0.0003649772,0.0005550469,0.0009168136,0.002554923,0.02817336,0.000741303,0.006428545,0.7589799],"study_design_scores_gemma":[0.00007155836,0.002350696,0.9383181,0.002629522,0.0003477602,0.00419205,0.001657009,0.005836482,0.008794308,0.001913392,0.03373242,0.0001567107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7558987,0.164449,0.05016551,0.001317962,0.0006353526,0.0006216432,0.004811804,0.0004693212,0.0216308],"genre_scores_gemma":[0.8546355,0.08475564,0.04918737,0.000580634,0.0003303447,0.0005872459,0.003701851,0.00006077908,0.006160723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004295964,"threshold_uncertainty_score":0.008636415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09124888014940354,"score_gpt":0.3677099245825112,"score_spread":0.2764610444331076,"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."}}