{"id":"W4285821921","doi":"10.4209/aaqr.220044","title":"Filtration and Breathability of Nonwoven Fabrics Used in Washable Masks","year":2022,"lang":"en","type":"article","venue":"Aerosol and Air Quality Research","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Council Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Polypropylene; Materials science; Filtration (mathematics); Composite material; Woven fabric; Polyester; Mathematics","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":[0.0008928737,0.0006369192,0.0003172171,0.000443243,0.0003151129,0.0008649465,0.0002573291,0.0005001451,0.0006539617],"category_scores_gemma":[0.00196529,0.0002322637,0.0006033249,0.00034978,0.0003316755,0.0006499645,0.0003843617,0.0004057079,0.0001802427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304796,"about_ca_system_score_gemma":0.0001682526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009456303,"about_ca_topic_score_gemma":0.001362799,"domain_scores_codex":[0.9991693,0.0001415631,0.00008294518,0.000139476,0.0003502772,0.0001164354],"domain_scores_gemma":[0.9985785,0.0004195329,0.000496321,0.0001224193,0.0002865274,0.00009668718],"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":[0.0001112728,0.00003534293,0.00157671,0.00007389558,0.00001970644,0.00007353157,0.00006313635,0.0001513211,0.9953644,0.00002156133,0.00001339562,0.002495698],"study_design_scores_gemma":[0.000004075363,0.0009442122,0.01411631,0.00001198028,0.00004126004,0.0001612293,0.00008259862,0.0004451658,0.9837216,0.00001824165,0.000438441,0.0000148625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956606,0.000635032,0.003123161,0.00002056994,0.00001774478,0.00004502978,0.00007672516,0.0000336326,0.000387399],"genre_scores_gemma":[0.990176,0.0005011348,0.008372057,0.00004624725,0.00000995453,0.00003272492,0.000148605,0.00003975153,0.0006735771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009456303,"threshold_uncertainty_score":0.004722059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1688997334971083,"score_gpt":0.4179718756166229,"score_spread":0.2490721421195146,"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."}}