{"id":"W2014570894","doi":"10.1080/10803548.2009.11076815","title":"Recent Developments and Needs in Materials Used for Personal Protective Equipment and Their Testing","year":2009,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Personal protective equipment; Risk analysis (engineering); Engineering; Clothing; Emerging technologies; Field (mathematics); Forensic engineering; Materials testing; Construction engineering; Architectural engineering; Manufacturing engineering; Computer science; Coronavirus disease 2019 (COVID-19); Business; Medicine","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":[0.007279853,0.0005326736,0.0005773494,0.001688836,0.0004698723,0.001611875,0.001526988,0.002537668,0.004249023],"category_scores_gemma":[0.005950234,0.0005065082,0.0006443126,0.002072287,0.00130315,0.00379654,0.000790573,0.001338304,0.001394019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007278832,"about_ca_system_score_gemma":0.0007768106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004957797,"about_ca_topic_score_gemma":0.0009835786,"domain_scores_codex":[0.9965839,0.0008126672,0.0005482471,0.0006306113,0.001287483,0.0001370607],"domain_scores_gemma":[0.9886213,0.005852958,0.001125923,0.0004136172,0.003556027,0.0004302349],"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":[0.0004360139,0.0003725649,0.005699741,0.006867925,0.00005387481,0.000470528,0.0007169532,0.002497374,0.07573687,0.01093867,0.006502926,0.8897064],"study_design_scores_gemma":[0.00003929903,0.002752786,0.01483372,0.002483597,0.0002488918,0.008395466,0.003363169,0.006976005,0.1181339,0.01856754,0.8239062,0.0002992864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08215174,0.7989061,0.06406442,0.02192055,0.002335877,0.0001317011,0.0002619115,0.0002984208,0.02992923],"genre_scores_gemma":[0.1908449,0.6668965,0.1042887,0.005077246,0.00477438,0.0002085872,0.0007766638,0.000141955,0.02699107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007279853,"threshold_uncertainty_score":0.03850001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04197406731276041,"score_gpt":0.2856117643196152,"score_spread":0.2436376970068548,"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."}}