{"id":"W4398767511","doi":"10.3390/polym16111494","title":"Comparative Performance of Kevlar, Glass and Basalt Epoxy- and Elium-Based Composites under Static-, Low- and High-Velocity Loading Scenarios—Introduction to an Effective Recyclable and Eco-Friendly Composite","year":2024,"lang":"en","type":"article","venue":"Polymers","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Epoxy; Materials science; Composite material; Basalt fiber; Environmentally friendly; Aramid; Vinyl ester; Thermosetting polymer; Composite number; Kevlar; Fibre-reinforced plastic; Glass fiber; Composite epoxy material; Polymer; Fiber; Copolymer","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":[0.0002337332,0.0004178944,0.0002554193,0.0004914145,0.0002281566,0.0002960731,0.0001942389,0.0003333376,0.001193957],"category_scores_gemma":[0.0002149777,0.0001585559,0.000298119,0.0003537966,0.0001857192,0.0003422293,0.0001725648,0.0003841144,0.0002588866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739089,"about_ca_system_score_gemma":0.0001732578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025376,"about_ca_topic_score_gemma":0.00346951,"domain_scores_codex":[0.9997662,0.00002260929,0.00002257138,0.000043933,0.00009746497,0.00004728184],"domain_scores_gemma":[0.9997717,0.00004623886,0.00004845994,0.00001628733,0.00008291313,0.00003437711],"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":[0.0002061104,0.00003945623,0.0007009,0.00009333167,0.000008023821,0.00005456614,0.00005838948,0.000755491,0.9949861,0.00005247239,0.00002712195,0.003018073],"study_design_scores_gemma":[0.00000212718,0.0005063374,0.005350455,0.00001003852,0.00001985631,0.00004263223,0.00007857668,0.001334927,0.9920869,0.00001559597,0.0005430334,0.000009425186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997902,0.0005285414,0.0005038988,0.00000916811,0.00000980994,0.00000703231,0.0001034188,0.00001973421,0.0009165134],"genre_scores_gemma":[0.9970643,0.0004991025,0.000867854,0.000008590735,0.000003070195,0.00000992048,0.0001443122,0.00001192818,0.001390903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193957,"threshold_uncertainty_score":0.003994226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007142770669526466,"score_gpt":0.2481017967328306,"score_spread":0.2409590260633042,"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."}}