{"id":"W4312655002","doi":"10.1115/pvp2022-83931","title":"Mechanical Performance of Aged Long Fibers: Direct Water Exposure and Temperature Effect","year":2022,"lang":"en","type":"article","venue":"","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Composite material; Materials science; Thermosetting polymer; Fiber; Composite number; Degradation (telecommunications); Glass fiber; Moisture; Scanning electron microscope","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":[0.0002429638,0.0004304432,0.0001871778,0.0002474701,0.0001531093,0.0001466231,0.0001250828,0.0003045189,0.00146878],"category_scores_gemma":[0.0003338175,0.0001863368,0.0002347024,0.0002009636,0.0002239897,0.0003327695,0.0001297717,0.0003141302,0.000187492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676897,"about_ca_system_score_gemma":0.00007919761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009623909,"about_ca_topic_score_gemma":0.001619592,"domain_scores_codex":[0.9998125,0.00002217549,0.0000196975,0.00005017941,0.00005901689,0.00003651932],"domain_scores_gemma":[0.9995609,0.0001094841,0.0001255716,0.00003770366,0.0001254968,0.00004083656],"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":[0.0001199658,0.00002880188,0.0007443395,0.00003385315,0.000008456826,0.0000367332,0.00004376072,0.0001196337,0.9978962,0.000006064733,0.000009404859,0.0009528108],"study_design_scores_gemma":[0.000003439296,0.0007236078,0.01070284,0.00000453144,0.00001704385,0.00004716711,0.00005918282,0.0005928094,0.9875802,0.000007821089,0.0002543169,0.000006977654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988549,0.0005142043,0.0003163926,0.000006666875,0.00001084917,0.000005736988,0.00009328604,0.00001089543,0.0001870259],"genre_scores_gemma":[0.9988989,0.0001933609,0.0003186359,0.000007432879,0.000003803844,0.000004909465,0.00007875336,0.000005890785,0.0004882904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146878,"threshold_uncertainty_score":0.004913568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004508460428730014,"score_gpt":0.2035830977374835,"score_spread":0.1990746373087535,"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."}}