{"id":"W2112409826","doi":"10.1007/s00421-012-2311-2","title":"Physiological relevance and health cost benefits. Reply: “Disputing the Claims for Physiological Fitness and Health Adaptations from Purposeful Training using Off-road Vehicles” by Milburn et al.","year":2012,"lang":"en","type":"article","venue":"European Journal of Applied Physiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Relevance (law); Human physiology; Sports medicine; Physiological Adaptations; Training (meteorology); Physical medicine and rehabilitation; Psychology; Applied psychology; Medicine; Physical therapy; Biology; Political science; Internal medicine; Ecology; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.003370851,0.0003142955,0.00114561,0.00006322701,0.0004042327,0.0000277195,0.0001923503,0.00005877929,0.000005252769],"category_scores_gemma":[0.0001545696,0.000208118,0.0002518659,0.0001344552,0.0003360709,0.0001163842,0.0001538524,0.0007285236,0.000002523148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008647237,"about_ca_system_score_gemma":0.000125977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002775535,"about_ca_topic_score_gemma":0.000001270822,"domain_scores_codex":[0.9971966,0.0006908054,0.0007837807,0.0004485464,0.0002351047,0.0006452298],"domain_scores_gemma":[0.9979736,0.0004266732,0.0007309905,0.0003476074,0.000111817,0.0004093245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002792625,0.0004475075,0.0001146195,0.0001474786,0.0006607952,0.00001607945,0.004732066,0.002058453,0.3924812,0.000651767,0.01786539,0.578032],"study_design_scores_gemma":[0.008597913,0.002532151,0.9568267,0.0007783718,0.0003073945,0.0004789959,0.002957769,0.002956154,0.001090238,0.0005165342,0.02235211,0.0006056967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773293,0.01374594,0.0009117713,0.006769715,0.0001890371,0.0009318379,0.00004981933,0.00002964155,0.00004296011],"genre_scores_gemma":[0.9717296,0.003182661,0.005225244,0.01907656,0.0006315807,0.00001433394,0.00007812849,0.00005890547,0.000002947054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9567121,"threshold_uncertainty_score":0.8486807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108870791272942,"score_gpt":0.3372975585456126,"score_spread":0.2284267672726706,"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."}}