{"id":"W4315926387","doi":"10.1021/acsaenm.2c00161","title":"Biobased Antiviral Nonwoven Mask Filter with High Filtration Performance","year":2023,"lang":"en","type":"article","venue":"ACS Applied Engineering Materials","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Guelph","funders":"University of Guelph","keywords":"Silver nanoparticle; Materials science; Scanning electron microscope; Filtration (mathematics); Cellulose; Chemical engineering; Nuclear chemistry; Composite material; Nanoparticle; Chemistry; Nanotechnology","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":[0.0002652432,0.0003960134,0.00021512,0.0002774241,0.0001596474,0.0003460272,0.0002305661,0.0006395906,0.001079272],"category_scores_gemma":[0.0002550847,0.0002016628,0.0003142956,0.0001471067,0.0001217105,0.0003409913,0.0001859851,0.0002519344,0.0005804227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576102,"about_ca_system_score_gemma":0.00013476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004883587,"about_ca_topic_score_gemma":0.001016256,"domain_scores_codex":[0.9997981,0.00001467751,0.000009463852,0.00003786512,0.0001159842,0.00002392244],"domain_scores_gemma":[0.9998178,0.00004213009,0.00004575591,0.00001595368,0.0000585217,0.00001981854],"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":[0.00001019312,0.000007165275,0.00007673789,0.00001487105,0.000002110641,0.00001620341,0.000005182443,0.00002948614,0.9979601,0.00002844622,0.00003166905,0.001817801],"study_design_scores_gemma":[0.000002554313,0.00008985178,0.001553946,0.000002779355,0.000006567351,0.000124451,0.000007071947,0.0008569171,0.9954265,0.00001783831,0.001906824,0.000004722966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941663,0.002713927,0.04982515,0.0001735905,0.0001082687,0.00008632411,0.0002722859,0.0005292574,0.0046282],"genre_scores_gemma":[0.9251137,0.001327773,0.06313764,0.0001334908,0.00003794739,0.00008992266,0.0004453964,0.0001189645,0.009595227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001079272,"threshold_uncertainty_score":0.003610492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00751423515411175,"score_gpt":0.1974481311919115,"score_spread":0.1899338960377997,"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."}}