{"id":"W3194975845","doi":"10.1002/fam.3018","title":"Effects of high heat flux exposures on tensile strength of firefighters' protective clothing","year":2021,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Ultimate tensile strength; Materials science; Composite material; Heat flux; Cone calorimeter; Chemistry; Heat transfer; Pyrolysis","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":[0.0004306267,0.0005212225,0.0002811653,0.0001825556,0.0002249105,0.000264826,0.0001451323,0.0003204159,0.001943956],"category_scores_gemma":[0.0005136342,0.0002217904,0.000342889,0.000141756,0.000252087,0.0002161286,0.0001934464,0.0004510543,0.00018453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065889,"about_ca_system_score_gemma":0.00008535659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000857785,"about_ca_topic_score_gemma":0.001365732,"domain_scores_codex":[0.9997441,0.00006359002,0.00002488972,0.00004794372,0.00007329428,0.00004611319],"domain_scores_gemma":[0.9993401,0.0002033354,0.000151683,0.00006375161,0.0001718102,0.00006939093],"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":[0.000783411,0.00008892494,0.003270558,0.00007439458,0.00002569484,0.00007090716,0.00008162142,0.0001849009,0.9922246,0.000008494827,0.00002303345,0.003163579],"study_design_scores_gemma":[0.00001140693,0.004901916,0.08202978,0.00001590389,0.00006005638,0.0001701858,0.0002188682,0.0004324914,0.9116151,0.00001693033,0.0005130909,0.00001427607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991133,0.000228371,0.0003399903,0.000008001511,0.00001122613,0.00000860257,0.00003913993,0.000009932849,0.0002415032],"genre_scores_gemma":[0.9983727,0.0001610801,0.0008093774,0.00003144318,0.00000621431,0.00001059777,0.00006266333,0.000007899912,0.0005380377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001943956,"threshold_uncertainty_score":0.006503165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071125330861611,"score_gpt":0.2389214617166932,"score_spread":0.2282102084080771,"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."}}