{"id":"W2073576495","doi":"10.1016/j.tvjl.2014.09.018","title":"Lameness and hock injuries improve on farms participating in an assessment program","year":2014,"lang":"en","type":"article","venue":"The Veterinary Journal","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Novus International; University of British Columbia","keywords":"Hock; Lameness; Herd; Medicine; Veterinary medicine; Animal welfare; Animal science; Surgery; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001781186,0.0004312198,0.0003618463,0.0008511851,0.001735946,0.001098221,0.0008640041,0.001110497,0.002427739],"category_scores_gemma":[0.006392299,0.0003429078,0.0003511524,0.0005964123,0.0006357112,0.000943523,0.0007450926,0.0008179944,0.000600286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137563,"about_ca_system_score_gemma":0.002179096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041176,"about_ca_topic_score_gemma":0.07290448,"domain_scores_codex":[0.9980446,0.000634157,0.00009826621,0.0002934999,0.0005215682,0.0004077977],"domain_scores_gemma":[0.9933338,0.001202955,0.002172509,0.0002859348,0.001545077,0.001459799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009150247,0.005247982,0.9590806,0.00007734701,0.00008884969,0.0004140681,0.002467212,0.000146575,0.008386608,0.00004598261,0.001073831,0.022056],"study_design_scores_gemma":[0.000009170507,0.001351894,0.9959949,0.0000141325,0.00001351673,0.00003531423,0.001725909,0.0001454414,0.0003223636,0.0000257091,0.0003562606,0.00000531651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991628,0.00001498224,0.00006207149,0.00007173531,0.000006390418,0.00002499167,0.00004142127,0.000006588828,0.0006089484],"genre_scores_gemma":[0.9970189,0.00005360273,0.0004512944,0.00008832136,0.000009355826,0.00006719839,0.0002022359,0.000003274275,0.00210577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02041176,"threshold_uncertainty_score":0.04058588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09908402468660525,"score_gpt":0.453541813412613,"score_spread":0.3544577887260077,"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."}}