{"id":"W1976392972","doi":"10.1177/004051750007000214","title":"Reducing Wind-Induced Heat Loss Through Multilayer Clothing Systems by Means of a Bypass Layer","year":2000,"lang":"en","type":"article","venue":"Textile Research Journal","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Ministère de la Défense Nationale","keywords":"Layer (electronics); Wind tunnel; Airflow; Air layer; Clothing; Materials science; Flow resistance; Flow (mathematics); Composite material; Mechanics; Mechanical engineering; Engineering; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006829039,0.0002475884,0.0005216021,0.0001971195,0.0009742437,0.0007503715,0.0007831795,0.0001828846,0.01708623],"category_scores_gemma":[0.0003673604,0.0002029736,0.0001354206,0.0004496207,0.0002470839,0.0009173293,0.0001317912,0.0007380859,0.0009805486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788516,"about_ca_system_score_gemma":0.0004114005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768903,"about_ca_topic_score_gemma":0.0000122945,"domain_scores_codex":[0.9938779,0.001448794,0.001006023,0.0004675932,0.002061104,0.001138609],"domain_scores_gemma":[0.9978678,0.0003776693,0.000178672,0.0005589013,0.0006954297,0.0003215858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000116033,0.0001733126,0.00003098552,0.00006683821,0.00002829951,0.00003473798,0.003070198,0.005606282,0.9753296,0.0001218299,0.01343963,0.001982269],"study_design_scores_gemma":[0.003102488,0.0008291112,0.0007056472,0.001385478,0.00007049184,0.001186186,0.003705813,0.01403394,0.9310295,0.001106337,0.0420105,0.0008345161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918785,0.0007303794,0.0001963582,0.0006333017,0.0007197502,0.0004667791,0.0000963073,0.00006679032,0.00521184],"genre_scores_gemma":[0.9966906,0.0003026858,0.0004846118,0.00003953535,0.0006987959,0.00002890795,0.000006213404,0.00005572861,0.001692933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0443001,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320318392479774,"score_gpt":0.4056014258930075,"score_spread":0.2735695866450301,"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."}}