{"id":"W4293027424","doi":"10.3390/ani12172161","title":"Hoof Impact and Foot-Off Accelerations in Galloping Thoroughbred Racehorses Trialling Eight Shoe–Surface Combinations","year":2022,"lang":"en","type":"article","venue":"Animals","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Royal Veterinary College; Horserace Betting Levy Board","keywords":"Hoof; STRIDE; Barefoot; Foot (prosody); Forelimb; Dorsum; Medicine; Anatomy; Mathematics; Physical medicine and rehabilitation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00137685,0.0002066294,0.0003617313,0.0002330627,0.00055769,0.00014028,0.000354769,0.00007215797,0.002350449],"category_scores_gemma":[0.0007233709,0.0002052228,0.0001042009,0.000648377,0.0000834809,0.000312829,0.0006577808,0.000593486,0.00003120508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729807,"about_ca_system_score_gemma":0.0002028825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00016357,"about_ca_topic_score_gemma":0.00003663375,"domain_scores_codex":[0.997269,0.000660089,0.0004874056,0.0004423444,0.0006010269,0.0005401267],"domain_scores_gemma":[0.9986055,0.0007384376,0.0000997635,0.0003087592,0.00007021947,0.0001773364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007597419,0.003499147,0.05422296,0.000330631,0.0005912829,0.004508431,0.01162397,0.003104479,0.8501259,0.01188589,0.01378507,0.03872483],"study_design_scores_gemma":[0.02868648,0.04843834,0.596467,0.0006026526,0.0002145084,0.00357362,0.01166969,0.09351391,0.003285554,0.009540352,0.2001127,0.003895207],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921904,0.002138051,0.0001064876,0.002409996,0.0001462645,0.0006621876,0.00007988832,0.00007885769,0.00218791],"genre_scores_gemma":[0.9982408,0.0002857392,0.0006227209,0.0000907329,0.00008318085,0.0001522832,0.00005221746,0.00004142988,0.0004309075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8468403,"threshold_uncertainty_score":0.9985616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752094924960074,"score_gpt":0.4445894183188021,"score_spread":0.2693799258227947,"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."}}