{"id":"W4395081974","doi":"10.1002/app.55624","title":"Thermal aging of high‐performance fabrics used in the outer shell of firefighters' protective clothing","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Aramid; Materials science; Composite material; Crystallinity; Polyester; Fiber","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":[0.0002228643,0.000327634,0.000137805,0.0002256028,0.0001526498,0.0001768939,0.0000851691,0.0001494715,0.0005204508],"category_scores_gemma":[0.0002270181,0.0001199609,0.0001983214,0.0001433114,0.0001277194,0.0002376518,0.000112995,0.0001921033,0.0001186431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417113,"about_ca_system_score_gemma":0.00008247372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000471997,"about_ca_topic_score_gemma":0.0007981026,"domain_scores_codex":[0.9998899,0.00001950219,0.000007883296,0.00002430181,0.00003403796,0.00002432577],"domain_scores_gemma":[0.9998098,0.00002354712,0.00007306453,0.00001627404,0.0000519991,0.00002538757],"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":[0.0001112112,0.00001697774,0.001159268,0.00003307898,0.000007591979,0.00004142841,0.0000289883,0.00009826798,0.9968423,0.00001009182,0.000007920404,0.001642948],"study_design_scores_gemma":[0.000002644613,0.0005478003,0.01932914,0.00001034815,0.00002708314,0.0001399272,0.0000572311,0.0006618678,0.9787275,0.000006532796,0.0004847943,0.000005176026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988838,0.0003450529,0.0005499152,0.000003835972,0.000007578851,0.000005063715,0.0000205365,0.000006377099,0.000177777],"genre_scores_gemma":[0.998587,0.0001830225,0.000792394,0.000005125802,0.000002372515,0.000003893663,0.00003115977,0.000006264525,0.0003888351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005204508,"threshold_uncertainty_score":0.001741052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006416791956900927,"score_gpt":0.2056031851323731,"score_spread":0.1991863931754722,"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."}}