{"id":"W4312715111","doi":"10.2139/ssrn.4258744","title":"Effect of Training Initiation on Hoof Unevenness and Lameness Incidence in Juvenile Quarter Horses","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hoof; Lameness; Juvenile; Quarter (Canadian coin); Training (meteorology); Incidence (geometry); Medicine; Geography; Biology; Anatomy; Surgery; Archaeology; Ecology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006253107,0.0001446526,0.0003063489,0.0003200317,0.0001794556,0.0000205492,0.0002814441,0.0000466911,0.0001557965],"category_scores_gemma":[0.0004300624,0.0001297311,0.00006235479,0.0003383972,0.00006761583,0.0001873617,0.0001545853,0.002205425,0.000004540927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007868634,"about_ca_system_score_gemma":0.000856656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008292048,"about_ca_topic_score_gemma":0.0001027816,"domain_scores_codex":[0.996279,0.001206945,0.000367947,0.0002257193,0.0006514976,0.001268881],"domain_scores_gemma":[0.9990101,0.0005782184,0.0001571903,0.0001435819,0.0000316069,0.00007924828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03006766,0.001243517,0.04235525,0.0007003723,0.0004284649,0.00374048,0.0191311,0.001024649,0.1113775,0.02521914,0.000195094,0.7645168],"study_design_scores_gemma":[0.03206322,0.5896936,0.0684763,0.001654718,0.0002355764,0.06313897,0.07229076,0.01062361,0.006504427,0.1500834,0.002516368,0.002719063],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983767,0.0005283228,0.0001755413,0.0003601508,0.0001193491,0.0001969958,0.000004975531,0.0000133745,0.0002246039],"genre_scores_gemma":[0.9995755,0.0001754481,0.000007825928,0.00003293318,0.00007916112,0.00006021644,0.000004955983,0.0000191674,0.00004481641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7617977,"threshold_uncertainty_score":0.9581598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634667133144953,"score_gpt":0.3569049884403599,"score_spread":0.3205583171089104,"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."}}