{"id":"W4298381795","doi":"","title":"Experimental investigations and variability considerations on 3D interlock textile composites used in low velocity soft impact loading","year":2021,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Interlock; Composite material; Materials science; Textile; Mechanical engineering; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00098299,0.0003462415,0.000423711,0.0002470725,0.0001370695,0.0002575858,0.0002809997,0.0002585501,0.00194584],"category_scores_gemma":[0.0006806793,0.0003870811,0.0001037358,0.0002810513,0.0002108926,0.00008138666,0.0001921786,0.0004732529,0.00002133857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195803,"about_ca_system_score_gemma":0.00009238414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004202246,"about_ca_topic_score_gemma":0.001254003,"domain_scores_codex":[0.9969468,0.00163915,0.0004175071,0.0004911049,0.0002339504,0.0002714581],"domain_scores_gemma":[0.9968737,0.001670034,0.0001285821,0.0009350224,0.0001875741,0.0002050694],"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":[0.00002354768,0.003809493,0.01974443,0.001098002,0.0005725222,0.00006410781,0.01721215,0.003140497,0.8199519,0.08776689,0.04018879,0.006427663],"study_design_scores_gemma":[0.001959534,0.000004322746,0.006724531,0.01036146,0.0001022273,0.00004475088,0.0001789008,0.2103344,0.7601706,0.002216732,0.006039416,0.001863098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6073204,0.003586544,0.08001581,0.00256895,0.0006438741,0.002347926,0.0005001572,0.002099678,0.3009167],"genre_scores_gemma":[0.9640052,0.00003684929,0.02896275,0.00004166212,0.00001787057,0.00007382307,0.0003712814,0.0001803766,0.006310156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566849,"threshold_uncertainty_score":0.9998581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548664192555711,"score_gpt":0.2441297077253188,"score_spread":0.2286430657997617,"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."}}