{"id":"W1997066779","doi":"10.1002/fam.938","title":"Manikin test for flame engulfment evaluation of protective clothing: Historical review and development of a new ISO standard","year":2006,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Clothing; European standard; Test (biology); Combustor; Aeronautics; Test method; Round robin test; Engineering; International standard; Forensic engineering; Computer science; Architectural engineering; Simulation; Automotive engineering; Telecommunications; Chemistry; Combustion; Mathematics","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":[0.01770827,0.001666053,0.002731114,0.009133963,0.0007937045,0.002488287,0.004292217,0.001974005,0.001560771],"category_scores_gemma":[0.01551981,0.0008054107,0.001239509,0.004424453,0.003077964,0.00272656,0.001749471,0.002069289,0.002267918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443973,"about_ca_system_score_gemma":0.002856146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198812,"about_ca_topic_score_gemma":0.001791604,"domain_scores_codex":[0.9765199,0.004572868,0.002938733,0.00196181,0.01372646,0.0002801293],"domain_scores_gemma":[0.9778658,0.00567063,0.002049866,0.001366726,0.01264212,0.0004048861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004763344,0.000623962,0.00975837,0.01046461,0.0002231854,0.000338988,0.000616304,0.003149184,0.03013127,0.01100519,0.01300457,0.9202081],"study_design_scores_gemma":[0.0001318982,0.004783415,0.04559645,0.007402123,0.0005899245,0.006692639,0.001531945,0.01386496,0.09694373,0.01093477,0.8108504,0.0006775712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02672961,0.6226854,0.2974486,0.002245606,0.004900605,0.001310547,0.000802948,0.001175916,0.04270079],"genre_scores_gemma":[0.1601007,0.4262891,0.3767055,0.002540485,0.002125665,0.002812406,0.003239504,0.0007248564,0.02546186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01770827,"threshold_uncertainty_score":0.09365141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091372442489021,"score_gpt":0.2787189967269894,"score_spread":0.2478052723020991,"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."}}