{"id":"W2592019288","doi":"10.1113/ep086145","title":"Linear and non‐linear contributions to oxygen transport and utilization during moderate random exercise in humans","year":2017,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Ciência, Tecnologia e Inovação","keywords":"Oxygen; Aerobic exercise; VO2 max; Oxygen transport; Linearity; Mathematics; Chemistry; Heart rate; Medicine; Physical therapy; Internal medicine; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008536591,0.0001690941,0.0006540891,0.0000808693,0.0002896357,0.000009424965,0.00006781339,0.0001080567,0.00002504277],"category_scores_gemma":[0.00002214949,0.0001574227,0.0001011419,0.00003729431,0.0001739351,0.0001046947,0.00008850987,0.000118731,0.00001252661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003916118,"about_ca_system_score_gemma":0.00002598129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002329859,"about_ca_topic_score_gemma":0.00001746395,"domain_scores_codex":[0.9990292,0.00002979348,0.0002085759,0.0003928881,0.00007259058,0.0002670221],"domain_scores_gemma":[0.9993945,0.00001078848,0.00004408835,0.0003631664,0.00004228127,0.0001451525],"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":[0.008458761,0.000143298,0.0002687526,0.00005121698,0.00006272527,0.00002909163,0.001930589,0.0001464591,0.9886782,0.00004249161,0.00002395858,0.0001644156],"study_design_scores_gemma":[0.01062543,0.000189642,0.7042103,0.0001333472,0.00007088212,0.00002443883,0.0003935345,0.001323943,0.2825261,0.0002053042,0.00007033389,0.0002267458],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978365,0.0009479131,0.0001245848,0.0001445449,0.000133176,0.0006407169,0.00002503876,0.00002390574,0.0001235936],"genre_scores_gemma":[0.9988931,0.0004560333,0.0001293318,0.00008086988,0.000143747,0.0001087423,0.00008214797,0.00001958406,0.00008638887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7061522,"threshold_uncertainty_score":0.6419512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941601335144954,"score_gpt":0.323022603528576,"score_spread":0.3036065901771265,"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."}}