{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002078872,0.00005117828,0.0001102583,0.00002489217,0.0001185456,0.000008690065,0.00002754748,0.00002923607,0.00002746942],"category_scores_gemma":[0.0002673647,0.0000361323,0.00008029037,0.0001064962,0.00006325413,0.00003550166,0.00001128226,0.00002803487,0.0000182059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001301209,"about_ca_system_score_gemma":0.00002378342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001185292,"about_ca_topic_score_gemma":0.000009671997,"domain_scores_codex":[0.9994774,0.00002488983,0.0001868668,0.00009811325,0.00009235185,0.0001203094],"domain_scores_gemma":[0.9995258,0.0001301962,0.00007877048,0.0001155753,0.0001245867,0.00002499709],"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":[0.0002921156,0.00003302015,0.002012508,0.00004032836,0.00001825345,5.521256e-7,0.0001163899,0.00004552069,0.9948975,0.0004117057,0.0008092459,0.001322844],"study_design_scores_gemma":[0.001304976,0.0001912368,0.156548,0.00002208058,0.00003355648,0.000001403824,0.00006581855,0.002734952,0.8372058,0.000410176,0.001435873,0.00004618093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934241,0.000005314498,0.004627306,0.001019806,0.0002475168,0.0003685983,0.00002529617,0.00005581563,0.0002262989],"genre_scores_gemma":[0.9992694,0.000002661913,0.00008029969,0.0001252194,0.00008199905,0.00005750536,0.00006347594,0.000007427175,0.0003119805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1576917,"threshold_uncertainty_score":0.1473432,"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."}}