{"id":"W2143456873","doi":"10.1177/0731684404041715","title":"Predicting Elastic Constants of 2D-Braided Fiber Rigid and Elastomeric–Polymeric Matrix Composites","year":2004,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Braid; Materials science; Composite material; Kevlar; Composite number; Elastomer; Epoxy; Torsion (gastropod); Elastic modulus; Shear modulus","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":[0.0004276832,0.0007314187,0.0003632303,0.0009418722,0.000222917,0.0003631178,0.0007906819,0.0008410721,0.001167894],"category_scores_gemma":[0.0009254986,0.0005281918,0.0003186153,0.0004424472,0.0003253623,0.0006958044,0.0002767225,0.0004817216,0.000584446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005978716,"about_ca_system_score_gemma":0.0004616386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748094,"about_ca_topic_score_gemma":0.005794701,"domain_scores_codex":[0.9997208,0.00003025369,0.00001218268,0.00004942796,0.0001608676,0.00002644967],"domain_scores_gemma":[0.9996263,0.0001832741,0.00005326963,0.00004541361,0.0000792217,0.00001249278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001366325,0.00009830257,0.00567846,0.0001432774,0.00002374808,0.0001929736,0.0001025427,0.5588084,0.4059093,0.0008052615,0.0001354862,0.02796568],"study_design_scores_gemma":[0.000006769707,0.00006206752,0.005055852,0.000006951733,0.000008175909,0.00007150922,0.00002318383,0.845326,0.1485373,0.0002427702,0.0006308173,0.00002855508],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173957,0.0002991609,0.179026,0.00003063305,0.00002099189,0.00004848611,0.0003110802,0.0005591268,0.002308846],"genre_scores_gemma":[0.9733096,0.0001878287,0.02409655,0.00001026242,0.000002378747,0.00004433601,0.0002386577,0.00005280186,0.002057516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002748094,"threshold_uncertainty_score":0.005464137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006129264459634988,"score_gpt":0.2146708758739033,"score_spread":0.2085416114142683,"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."}}