{"id":"W4394648071","doi":"10.51224/srxiv.392","title":"Assessment of the OmiusTM cooling headband during a 70-minute submaximal running effort followed by a 5-km time-trial in hot/humid conditions","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Environmental science; Meteorology; Mathematics; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925803,0.000688444,0.0006571126,0.0001673434,0.0001759263,0.0001894679,0.0002124038,0.0002849031,0.001242352],"category_scores_gemma":[0.0009906471,0.0002302014,0.0002813103,0.0001062698,0.0003169375,0.0001711014,0.0002877942,0.0003632663,0.0001150917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260454,"about_ca_system_score_gemma":0.0002075961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009371544,"about_ca_topic_score_gemma":0.001727266,"domain_scores_codex":[0.9996789,0.0000928365,0.00003271198,0.00006387397,0.00006877162,0.00006309555],"domain_scores_gemma":[0.9994661,0.0001288746,0.0001825215,0.00004459371,0.00005968055,0.0001182144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0982642,0.01884385,0.07041269,0.0006190045,0.0003283568,0.0001466687,0.001183491,0.001547544,0.7707047,0.0000750082,0.00031807,0.03755647],"study_design_scores_gemma":[0.001995353,0.2050149,0.7135656,0.0000346085,0.0002796838,0.00012761,0.000292113,0.00283686,0.07495233,0.0000325702,0.000834922,0.00003344101],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992293,0.00002413916,0.0004646198,0.000003868923,0.000004567517,0.0001315537,0.00004143398,0.000005600921,0.0000949417],"genre_scores_gemma":[0.9957657,0.00004947439,0.002804689,0.0000365632,0.00001973703,0.0005606256,0.0001692567,0.000007147371,0.0005868521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242352,"threshold_uncertainty_score":0.004191577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008540183433791867,"score_gpt":0.2584782212217451,"score_spread":0.2499380377879532,"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."}}