{"id":"W4392592501","doi":"10.3168/jdsc.2023-0498","title":"Investigating the impact of 1 hour of daily outdoor access on the gait and hoof health of nonclinically lame cows housed in a movement-restricted environment","year":2024,"lang":"en","type":"article","venue":"JDS Communications","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University","funders":"McGill University","keywords":"Hoof; Claw; Gait; Medicine; Lameness; Physical therapy; Physical medicine and rehabilitation; Surgery; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005025103,0.0001137569,0.0002708872,0.00006912246,0.000140084,0.00001987413,0.0007410027,0.00003828578,0.00002535163],"category_scores_gemma":[0.0001659398,0.00006585963,0.0001028652,0.0002554397,0.0004615482,0.00006080087,0.0007322206,0.0002955951,0.0000018581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005977391,"about_ca_system_score_gemma":0.00009754214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457929,"about_ca_topic_score_gemma":0.0001410004,"domain_scores_codex":[0.9986013,0.0003835075,0.0005997376,0.000127124,0.0001611758,0.0001271605],"domain_scores_gemma":[0.9974448,0.001198244,0.0002838798,0.001006801,0.00003195083,0.00003434448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003321051,0.002647243,0.8481771,0.000435436,0.0008631854,0.000004950073,0.03965171,0.0003990586,0.06099869,0.0206936,0.003738446,0.0220585],"study_design_scores_gemma":[0.0002521967,0.0008395538,0.9957957,0.0002112347,0.00002678428,8.690433e-7,0.001328209,0.0009099871,0.00006318589,0.000409296,0.0000993105,0.00006366497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891292,0.001604534,0.00001957359,0.007883227,0.00001144764,0.000484339,0.0001982102,0.00001853388,0.0006509322],"genre_scores_gemma":[0.9976365,0.001804828,0.0002861285,0.0001492992,0.000006071915,0.00007413098,0.00001282935,0.00001497146,0.00001521538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476186,"threshold_uncertainty_score":0.5227378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881028522798089,"score_gpt":0.4370176318806402,"score_spread":0.2489147796008314,"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."}}