{"id":"W4384525883","doi":"10.3390/molecules28145446","title":"The Enhanced Durability of AgCu Nanoparticle Coatings for Antibacterial Nonwoven Air Conditioner Filters","year":2023,"lang":"en","type":"article","venue":"Molecules","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"","keywords":"Durability; Materials science; X-ray photoelectron spectroscopy; Nanoparticle; Antibacterial activity; Composite material; Chemical engineering; Nuclear chemistry; Nanotechnology; Chemistry; Bacteria","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":[0.0002676739,0.0003456739,0.000183777,0.0002750894,0.0002092068,0.0003515718,0.0001699118,0.0004452057,0.0005323617],"category_scores_gemma":[0.0004395366,0.0001697178,0.0001875828,0.0001160993,0.0001654944,0.0002502581,0.000133405,0.0002319618,0.0001363399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806393,"about_ca_system_score_gemma":0.0000824025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000599453,"about_ca_topic_score_gemma":0.0009573353,"domain_scores_codex":[0.9997688,0.00003496092,0.00001512223,0.00004372321,0.00008649826,0.00005081669],"domain_scores_gemma":[0.9996371,0.00008336618,0.00009747712,0.00003177426,0.0001152943,0.0000348948],"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":[0.00004591078,0.00000773041,0.000214728,0.00003029018,0.000003677792,0.0000259879,0.00001396199,0.00005044838,0.9983258,0.00001161254,0.00001248566,0.001257343],"study_design_scores_gemma":[0.00000263923,0.0001355322,0.002985691,0.000003378806,0.000009975029,0.00008637324,0.00001530515,0.0006326989,0.9956987,0.000005350335,0.0004210176,0.000003438442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950035,0.001156627,0.002981029,0.00003179491,0.00002415949,0.00001167813,0.00004077773,0.00006348387,0.0006868872],"genre_scores_gemma":[0.9957685,0.000350562,0.003101184,0.00001808731,0.000007644624,0.000008891707,0.00003772603,0.00002081174,0.0006866091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000599453,"threshold_uncertainty_score":0.001780927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302039818710126,"score_gpt":0.2786478898663702,"score_spread":0.265627491679269,"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."}}