{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002293208,0.00005651199,0.0001211621,0.0001089256,0.00003119219,0.00006913355,0.0001807455,0.000019639,0.00002370521],"category_scores_gemma":[0.0001221928,0.00004543555,0.00002139038,0.0001778602,0.0003149038,0.0003378982,0.0000281067,0.00008079786,6.165423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009070314,"about_ca_system_score_gemma":0.00006142626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.224052e-7,"about_ca_topic_score_gemma":7.312534e-8,"domain_scores_codex":[0.9992884,0.00003823948,0.0001990364,0.00009221821,0.0002537982,0.0001283291],"domain_scores_gemma":[0.999446,0.0002120866,0.00004752369,0.00007632687,0.000167212,0.00005087478],"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":[0.00005824329,0.00009498866,0.06786442,0.0001474893,0.000006794725,6.822571e-7,0.001664618,0.007788601,0.8932273,0.003121991,0.000006550673,0.02601837],"study_design_scores_gemma":[0.0004626749,0.0002184599,0.04450981,0.00007851469,0.000007774185,0.0000480621,0.0001481273,0.4686961,0.4829211,0.002794571,0.00003001896,0.00008471972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925769,0.002773268,0.003900599,0.00003605523,0.0001828862,0.0001914394,2.308028e-7,0.000008797642,0.0003298421],"genre_scores_gemma":[0.930405,0.000003950975,0.0695563,0.000005002317,0.00001850164,0.000005574776,7.033349e-8,0.000004567518,9.850079e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4609075,"threshold_uncertainty_score":0.1852808,"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."}}