{"id":"W979779797","doi":"10.1177/0021998315597989","title":"In-plane and through-thickness permeability models for three-dimensional Interlock fabrics","year":2015,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Canada Research Chairs","keywords":"Materials science; Interlock; Mesoscopic physics; Permeability (electromagnetism); Composite material; Porosity; Weaving; Structural engineering; Engineering","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":[0.0005963655,0.0001422284,0.0004042373,0.000078016,0.00002244471,0.00008430762,0.0001471606,0.00008014996,0.000009328217],"category_scores_gemma":[0.00005149789,0.0001218175,0.0000329289,0.00005861245,0.00003670673,0.0004903887,0.000044029,0.0001070428,0.000001868403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006682979,"about_ca_system_score_gemma":0.0000387959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000150641,"about_ca_topic_score_gemma":0.00001233361,"domain_scores_codex":[0.9989493,0.00003417777,0.0005497997,0.0000973287,0.0002001027,0.000169226],"domain_scores_gemma":[0.9993292,0.0001311103,0.0001334699,0.0001036889,0.0002210051,0.00008153242],"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":[0.00121991,0.0001733732,0.001953589,0.001563088,0.0001615814,0.0000852307,0.002119777,0.3661121,0.6228157,0.0008631825,0.002494368,0.0004381299],"study_design_scores_gemma":[0.006065897,0.0008402783,0.005510141,0.001299424,0.0001626682,0.002056979,0.000121463,0.03643715,0.7657475,0.1776758,0.003098931,0.0009838091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849337,0.00104353,0.01261174,0.0001599876,0.001000287,0.00014092,0.00002311725,0.00002471104,0.00006199146],"genre_scores_gemma":[0.9911008,0.0000263599,0.008579512,0.00004246516,0.0002100505,0.000004601234,0.000002791559,0.00002506866,0.000008290007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296749,"threshold_uncertainty_score":0.4967572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663284186763564,"score_gpt":0.2704239284332501,"score_spread":0.2337910865656145,"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."}}