{"id":"W3181537204","doi":"10.4236/wjm.2021.117010","title":"Comparative Study of Energy Absorption Capability of Flat Plate Coupons Made by CFRP Plain Weave Fabric Composites","year":2021,"lang":"en","type":"article","venue":"World Journal of Mechanics","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Chamfer (geometry); Composite material; Plain weave; Structural engineering; Fixture; Materials science; Composite number; Engineering; Mechanical engineering; Yarn","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":[0.0008479339,0.0001931051,0.0008019695,0.0001560118,0.00008461547,0.00004556225,0.0002945865,0.00007001663,0.0005642817],"category_scores_gemma":[0.00004927785,0.000168806,0.0001225151,0.0003195866,0.00005008087,0.0002113112,0.0001020631,0.0001647266,0.000007033734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099026,"about_ca_system_score_gemma":0.0001434163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001418249,"about_ca_topic_score_gemma":0.000461278,"domain_scores_codex":[0.9976058,0.0003968872,0.0009996934,0.0001845355,0.0005735329,0.0002395616],"domain_scores_gemma":[0.9979416,0.0001765744,0.0009866707,0.0002547289,0.0004975358,0.0001428479],"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":[0.000308236,0.000738762,0.0001718141,0.00002583054,0.0000496036,0.00002344754,0.001751841,0.000209928,0.9953929,0.0006373313,0.000633419,0.000056841],"study_design_scores_gemma":[0.001225624,0.0007149729,0.0006700762,0.00008837276,0.0001511989,0.00004467961,0.001562928,0.0002081351,0.9945459,0.0003942622,0.0002405815,0.0001532788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954829,0.0001806936,0.003216475,0.00008104339,0.000710964,0.0001366985,0.0001424032,0.00001134841,0.00003747471],"genre_scores_gemma":[0.9986888,0.00003248241,0.001008519,0.00002114739,0.00005251752,0.000002601885,0.00001126995,0.00001324531,0.0001693895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003205928,"threshold_uncertainty_score":0.6883708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429510394783861,"score_gpt":0.2809571476662811,"score_spread":0.2566620437184425,"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."}}