{"id":"W7135812380","doi":"","title":"Is it effective, ethical and easy to apply? A preliminary analysis of factors influencing horse owners’ choice of training approach","year":2023,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Training (meteorology); Data collection; Work (physics); Transfer of training","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":[0.01409822,0.000158252,0.0002905409,0.0009541238,0.00151889,0.002871972,0.0008411927,0.001497843,0.004324869],"category_scores_gemma":[0.08131614,0.0003023334,0.0003651839,0.0006151898,0.002025164,0.001588834,0.001048478,0.001578144,0.0005585169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209064,"about_ca_system_score_gemma":0.002991347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189743,"about_ca_topic_score_gemma":0.01006719,"domain_scores_codex":[0.9852342,0.006943665,0.001236679,0.0004167508,0.004295807,0.001872987],"domain_scores_gemma":[0.8892713,0.05911596,0.02746382,0.002559409,0.01161632,0.009973146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004882459,0.001452792,0.9245505,0.0002040376,0.0001488711,0.0006990673,0.01799167,0.0002700447,0.002764934,0.00103372,0.001613464,0.04878267],"study_design_scores_gemma":[0.00004285562,0.0008142559,0.9323076,0.0002667632,0.00007140305,0.0006636966,0.05647733,0.001220905,0.0008304713,0.001017859,0.006228116,0.0000587425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902477,0.0001745493,0.0005812447,0.002442727,0.00004147352,0.00007948383,0.00003209704,0.000006900984,0.006393936],"genre_scores_gemma":[0.9971809,0.0001525964,0.001299226,0.0002867683,0.00002633529,0.00005984063,0.00002105698,0.000006656909,0.0009665943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409822,"threshold_uncertainty_score":0.07455939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2853189986161522,"score_gpt":0.4384202685677319,"score_spread":0.1531012699515797,"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."}}