{"id":"W4410950319","doi":"10.1371/journal.pone.0324753","title":"Effects of jockey position and surfaces on horse movement asymmetry and horse-jockey synchronisation during trotting exercise","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Horserace Betting Levy Board","keywords":"Withers; Asymmetry; Horse; STRIDE; Position (finance); Mathematics; Animal science; Geodesy; Physical medicine and rehabilitation; Physics; Body weight; Biology; Medicine; Geology; Business","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":[0.0006030098,0.0002405435,0.0003340906,0.0002633292,0.0001654197,0.0005033253,0.0001262919,0.0002328626,0.001390866],"category_scores_gemma":[0.003009339,0.0001852107,0.0002712454,0.0002099183,0.0002949369,0.0002134025,0.0003842935,0.0002586581,0.0001653243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158166,"about_ca_system_score_gemma":0.0001887508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566807,"about_ca_topic_score_gemma":0.00501018,"domain_scores_codex":[0.999507,0.0001789927,0.00003276698,0.0001262122,0.00008652303,0.00006857525],"domain_scores_gemma":[0.9977076,0.001371646,0.0005206359,0.0001069641,0.000131547,0.0001616883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008584293,0.0004382007,0.865193,0.0001361908,0.000428584,0.0003804471,0.0007948422,0.001248978,0.09553041,0.00007260421,0.0000862665,0.0271061],"study_design_scores_gemma":[0.000004042867,0.0006407677,0.9977298,0.000003226238,0.00003056384,0.00003490127,0.00009845036,0.0005429246,0.0008578755,0.00001166065,0.00004331232,0.000002391195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995309,0.00005162867,0.0002247456,0.000004979608,0.000001933178,0.000004054219,0.00003312887,0.00000341957,0.0001452322],"genre_scores_gemma":[0.9994211,0.0000250205,0.000237292,0.0000053514,0.00000265634,0.000008295005,0.0000635619,0.000003415613,0.0002333601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002566807,"threshold_uncertainty_score":0.005103767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449174173218381,"score_gpt":0.3000997306394539,"score_spread":0.2656079889072701,"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."}}