{"id":"W4323569601","doi":"10.3390/coatings13030575","title":"Fabrication of Nano-Silver–Silver Ion Composite Antibacterial Agents for Green Powder Coatings","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Gloss (optics); Coating; Silver Nano; Montmorillonite; Composite number; Chemical engineering; Antibacterial activity; Nano-; Nanometre; Fabrication; Composite material; Nuclear chemistry; Nanotechnology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614674,0.0001342987,0.000233283,0.00007965868,0.0002277195,0.00005974485,0.0002760765,0.00006673372,0.0001675222],"category_scores_gemma":[0.0001593164,0.0001285445,0.00008500955,0.0003633693,0.00008993538,0.0001824266,0.000101343,0.00003433891,0.0002766432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002761596,"about_ca_system_score_gemma":0.0000295612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001876362,"about_ca_topic_score_gemma":0.000005595819,"domain_scores_codex":[0.9986537,0.00004446,0.0004399056,0.0003272427,0.000243999,0.0002906685],"domain_scores_gemma":[0.9988786,0.0002022008,0.0003430576,0.0002959522,0.0002120659,0.00006813168],"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":[0.00002741573,0.00005414132,0.001599178,0.00005463202,0.000003359783,1.839972e-7,0.0004934642,0.000009963348,0.9921121,0.0006122618,0.003919512,0.001113785],"study_design_scores_gemma":[0.0004027092,0.00005075448,0.01197753,0.0000544888,0.00002786769,8.867259e-7,0.0001009016,0.0003735477,0.9819638,0.000506102,0.004394031,0.0001474499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977084,0.000009392151,0.0005833153,0.0004727373,0.0002571664,0.0005023389,0.0001219221,0.0001581514,0.0001865084],"genre_scores_gemma":[0.9970833,0.000005593958,0.00169897,0.0001036689,0.0001694586,0.0001279219,0.00007734547,0.000026126,0.0007076091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037835,"threshold_uncertainty_score":0.5241891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318092211534345,"score_gpt":0.2816201752238345,"score_spread":0.2498109540704,"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."}}