{"id":"W4392293456","doi":"10.3390/coatings14030297","title":"Effect of Carrier Materials for Active Silver in Antibacterial Powder Coatings","year":2024,"lang":"en","type":"article","venue":"Coatings","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Foshan Science and Technology Bureau; National Natural Science Foundation of China","keywords":"Zeolite; Silver nanoparticle; Coating; Materials science; Antibacterial activity; Reducing agent; Montmorillonite; Vermiculite; Chemical engineering; Nuclear chemistry; Nanotechnology; Nanoparticle; Chemistry; Composite material; Bacteria; Organic chemistry; Catalysis","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":[0.0003245859,0.0004577265,0.0003174501,0.000364085,0.0001153618,0.0004513025,0.0002645915,0.0004505008,0.0004440541],"category_scores_gemma":[0.0004965658,0.0002155321,0.0002964377,0.000183112,0.0001727327,0.0003256363,0.0002138119,0.0002548195,0.0001606062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038973,"about_ca_system_score_gemma":0.0001192201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008577507,"about_ca_topic_score_gemma":0.0009458835,"domain_scores_codex":[0.9996561,0.00006541864,0.00004614828,0.00006605287,0.00009481382,0.00007143966],"domain_scores_gemma":[0.9996608,0.0001306412,0.00009236228,0.00001724542,0.00006846464,0.0000303959],"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":[0.00009658183,0.00003634035,0.0001382838,0.00007660878,0.000008830133,0.00003702768,0.00001180594,0.00009634834,0.9980233,0.00002886153,0.00001204512,0.00143403],"study_design_scores_gemma":[0.000007072744,0.0002232295,0.0004266914,0.000004420252,0.00001571517,0.00003348876,0.00001150864,0.0006689052,0.9983797,0.000004336096,0.0002216229,0.000003342238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970924,0.001076362,0.001251665,0.00001906053,0.00001240867,0.00002307266,0.00003974815,0.0000270386,0.0004583288],"genre_scores_gemma":[0.9964812,0.0005300602,0.002467188,0.00001358354,0.000005355632,0.00001453561,0.00005752523,0.00001124523,0.0004191754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008577507,"threshold_uncertainty_score":0.001716614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087247822792378,"score_gpt":0.2823338077348067,"score_spread":0.271461329506883,"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."}}