{"id":"W4306409614","doi":"10.1177/00952443221133240","title":"Experimental evaluation of utilizing synthetic continuous fiber reinforcements for thermoplastics as an alternative to steel-based analogs","year":2022,"lang":"en","type":"article","venue":"Journal of Elastomers & Plastics","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Materials science; Composite material; Epoxy; Synthetic fiber; Kevlar; Curing (chemistry); Coating; Compression molding; Fiber; Mold","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":[0.0004547793,0.0005770805,0.0002186215,0.0003891634,0.0002420288,0.0002402967,0.0003480968,0.0005013766,0.001617986],"category_scores_gemma":[0.0004907942,0.0002038605,0.0002784384,0.0003532395,0.0003017161,0.0004202636,0.0001990089,0.0005283333,0.0002914601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001848933,"about_ca_system_score_gemma":0.0002278036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004074509,"about_ca_topic_score_gemma":0.00115315,"domain_scores_codex":[0.9995945,0.00004687932,0.00003455877,0.0000904488,0.0001716742,0.00006191712],"domain_scores_gemma":[0.9994465,0.0001019433,0.0001691663,0.00006485028,0.0001605295,0.00005703532],"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":[0.0001338447,0.0002294131,0.0001492017,0.0001131695,0.000005061107,0.0000374457,0.00003115438,0.0003589583,0.9976041,0.00005397428,0.00002012191,0.001263542],"study_design_scores_gemma":[0.00001054955,0.003446311,0.001277634,0.000009204741,0.00001818362,0.00004026697,0.0000339498,0.0007989698,0.9936383,0.00001980463,0.0006976249,0.000009196572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971403,0.0003833333,0.001222793,0.00001178225,0.00002485553,0.00005697686,0.0001495058,0.00002625708,0.0009842841],"genre_scores_gemma":[0.9922874,0.0006967116,0.005178188,0.00001316023,0.00001230509,0.00008115698,0.000172182,0.00002012569,0.001538835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001617986,"threshold_uncertainty_score":0.005412757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105176594332004,"score_gpt":0.3200432113546485,"score_spread":0.2889914454113285,"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."}}