{"id":"W2957812936","doi":"10.3390/jcs3030073","title":"Progress in Experimental and Theoretical Evaluation Methods for Textile Permeability","year":2019,"lang":"en","type":"article","venue":"Journal of Composites Science","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Permeability (electromagnetism); Bundle; Computer science; Computer simulation; Materials science; Simulation; Chemistry; Composite material","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":[0.01056907,0.002795356,0.002331514,0.008999255,0.001105245,0.002677846,0.002885569,0.00219053,0.005862439],"category_scores_gemma":[0.01866448,0.001180127,0.002101189,0.00625548,0.002656994,0.006958242,0.002322041,0.003638805,0.001896331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890036,"about_ca_system_score_gemma":0.001674969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728648,"about_ca_topic_score_gemma":0.001270132,"domain_scores_codex":[0.9848894,0.003726152,0.0009882572,0.002449566,0.007611796,0.0003347937],"domain_scores_gemma":[0.9841545,0.006947783,0.001297779,0.002329722,0.005119953,0.000150238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003869178,0.0007215567,0.007000169,0.01890672,0.0003097259,0.0004620301,0.001312142,0.01636848,0.1950618,0.07555328,0.007972338,0.6759449],"study_design_scores_gemma":[0.00008817026,0.001577983,0.01245636,0.003700007,0.0007274192,0.003726348,0.001777634,0.1475636,0.5593583,0.05645961,0.2116253,0.0009393802],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01391501,0.07293208,0.8941233,0.0007174783,0.000828583,0.000348835,0.00049272,0.0009723973,0.01566952],"genre_scores_gemma":[0.2398294,0.1205795,0.6249905,0.0008204961,0.001044888,0.002013128,0.00138951,0.001023721,0.008308839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01056907,"threshold_uncertainty_score":0.05589533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805322385944327,"score_gpt":0.3913094918462792,"score_spread":0.373256267986836,"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."}}