{"id":"W4379010207","doi":"10.1177/14644207231178663","title":"Exploring the flexural and impact properties of pure flax/epoxy and Kevlar/flax/epoxy composites through experimental and numerical analysis","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part L Journal of Materials Design and Applications","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Toronto Metropolitan University","funders":"","keywords":"Epoxy; Kevlar; Charpy impact test; Composite material; Materials science; Flexural strength; Flexural modulus; Bending; Composite number; Three point flexural test; Flexural rigidity; Toughness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489426,0.000319049,0.0001715626,0.000260113,0.0001686955,0.0002579693,0.0002701114,0.0004664404,0.001175059],"category_scores_gemma":[0.0002805004,0.0001751627,0.0002116392,0.0001912303,0.0002442845,0.0003591844,0.0001369524,0.0001936977,0.0001803132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819423,"about_ca_system_score_gemma":0.000129118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746631,"about_ca_topic_score_gemma":0.001785434,"domain_scores_codex":[0.9999071,0.000007921989,0.000004592353,0.00001401415,0.0000554144,0.00001089509],"domain_scores_gemma":[0.999854,0.00005715497,0.00003562451,0.0000170225,0.00002988719,0.000006315661],"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":[0.00009052835,0.0001206662,0.002679246,0.0002201091,0.00001497987,0.0001452014,0.00006377616,0.05428213,0.9277015,0.0008262576,0.00007977601,0.01377583],"study_design_scores_gemma":[0.00001300478,0.0003509464,0.01204815,0.00002107087,0.00003034326,0.0001747244,0.0001187103,0.375385,0.6093303,0.0003463887,0.002155588,0.00002576462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672089,0.0002851612,0.02872087,0.00002585655,0.00001046175,0.00002558428,0.0001283683,0.0001117305,0.003482976],"genre_scores_gemma":[0.9821827,0.0001685062,0.01663419,0.000006594725,0.000002361512,0.00003094759,0.00007640343,0.00001305672,0.0008852538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001175059,"threshold_uncertainty_score":0.003930926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276746921895295,"score_gpt":0.2675390337900889,"score_spread":0.2147715645711359,"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."}}