{"id":"W4390343753","doi":"10.47981/j.mijst.11(02)2023.421(61-79)","title":"Antibacterial/Antiviral Face Masks: Processing, Characteristics, Challenges, and Sustainability","year":2023,"lang":"en","type":"article","venue":"MIST INTERNATIONAL JOURNAL OF SCIENCE AND TECHNOLOGY","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Face masks; Pandemic; Coronavirus disease 2019 (COVID-19); Face (sociological concept); Computer science; Biochemical engineering; Nanotechnology; Medicine; Engineering; Disease; Materials science; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007223659,0.00005741841,0.0001406089,0.0006364774,0.00008865147,0.00004536197,0.0001137472,0.00005798722,0.000005613163],"category_scores_gemma":[0.0006885835,0.00004599772,0.00001739516,0.0002832066,0.0007175829,0.0002530637,0.00006799868,0.000126957,0.000001989768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000742378,"about_ca_system_score_gemma":0.0002421521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002107242,"about_ca_topic_score_gemma":9.696614e-7,"domain_scores_codex":[0.9992138,0.000006954927,0.0002344868,0.000130745,0.000291375,0.0001227082],"domain_scores_gemma":[0.9981679,0.00001291513,0.0001842893,0.00005301548,0.001539718,0.00004214713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001745887,0.0001007716,0.06255895,0.00008214912,0.00004172701,0.000145823,0.000472099,2.754732e-7,0.02832883,0.005851446,0.00007432354,0.902169],"study_design_scores_gemma":[0.002118309,0.0007094097,0.9499953,0.0002238215,0.00005944598,0.002031273,0.003118693,0.002985911,0.006141489,0.00648152,0.02596491,0.0001698687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813917,0.0003567958,0.0004006893,0.0170174,0.0004119485,0.00007016169,0.0000021158,0.00003790665,0.0003113312],"genre_scores_gemma":[0.9988181,0.0007970861,0.00006569636,0.00004977121,0.0001397155,0.000001271353,0.000001575661,0.00000312536,0.0001236574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9019992,"threshold_uncertainty_score":0.2643964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447029649683393,"score_gpt":0.3052450825389891,"score_spread":0.2907747860421552,"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."}}