{"id":"W4281607041","doi":"10.1002/app.52666","title":"Hydrothermal aging of <scp>fire‐protective</scp> fabrics","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrothermal circulation; Materials science; Composite material; Moisture; Aramid; Ultimate tensile strength; Fiber; Fire performance; Fire protection; Chemical engineering; Fire resistance","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":[0.0001237831,0.0002804965,0.0001071463,0.0001371889,0.0001430057,0.0001364113,0.00009598638,0.0001240631,0.001053632],"category_scores_gemma":[0.0002328129,0.000102866,0.0001461732,0.0001194828,0.0001196061,0.000221236,0.0001030728,0.0001962313,0.0001244225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299422,"about_ca_system_score_gemma":0.00007753204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007109769,"about_ca_topic_score_gemma":0.000924419,"domain_scores_codex":[0.9999275,0.000008131472,0.000005465661,0.00002057426,0.00002018952,0.00001815044],"domain_scores_gemma":[0.9998692,0.00001937307,0.00004246477,0.00001236579,0.0000387049,0.00001782792],"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":[0.00006222363,0.000006821118,0.0004328745,0.00002836384,0.000004272387,0.00003762554,0.00002780969,0.00006645799,0.9980733,0.00001184648,0.00001001184,0.001238321],"study_design_scores_gemma":[0.000001605467,0.0001676534,0.006206165,0.000003781988,0.000007326173,0.00006213182,0.00003633644,0.0003581919,0.9927588,0.000006037033,0.0003886427,0.000003244697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988909,0.0001278511,0.000466128,0.000005967121,0.000006115254,0.000005652537,0.00006142857,0.00001189248,0.0004241532],"genre_scores_gemma":[0.9983357,0.00009777476,0.0008494993,0.000006123984,0.000001907978,0.000005845213,0.00007922332,0.00001097328,0.000613082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001053632,"threshold_uncertainty_score":0.003524721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153530699741857,"score_gpt":0.2167643364798623,"score_spread":0.2052290294824437,"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."}}