{"id":"W2334511083","doi":"10.1021/acs.langmuir.5b00049","title":"Impact of Protecting Ligands on Surface Structure and Antibacterial Activity of Silver Nanoparticles","year":2015,"lang":"en","type":"article","venue":"Langmuir","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre; Toronto Rehabilitation Institute; Dalhousie University; University of Toronto; Izaak Walton Killam Health Centre; Toronto Western Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"X-ray absorption spectroscopy; Silver nanoparticle; Antibacterial activity; Chemistry; Metal; Nanoparticle; Ligand (biochemistry); Nuclear chemistry; Escherichia coli; Sulfide; Nanotechnology; Bacteria; Absorption spectroscopy; Materials science; Organic chemistry; Biochemistry","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":[0.0002150473,0.00007545318,0.0001695134,0.00001703133,0.00004380421,0.00001843894,0.00007553602,0.00005146646,0.00003994878],"category_scores_gemma":[0.00006941964,0.00005358068,0.00002995457,0.00009553706,0.00006759651,0.00008638191,0.00003584294,0.00005125016,0.000004701959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401835,"about_ca_system_score_gemma":0.00002870256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648228,"about_ca_topic_score_gemma":0.000007057983,"domain_scores_codex":[0.999446,0.00004343219,0.0001293773,0.0001326923,0.0001243036,0.0001242003],"domain_scores_gemma":[0.9995676,0.00005618771,0.0001234979,0.0001494851,0.00004877754,0.00005446799],"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":[0.00009512967,0.00006242585,0.01117198,0.00001439501,0.00000523595,2.479883e-7,0.0003786981,0.00004743967,0.9876375,0.0001028046,0.00003037138,0.0004537667],"study_design_scores_gemma":[0.0002296493,0.0001383594,0.09602742,0.00001527152,0.000007598608,0.000001519533,0.00002822075,0.00007770025,0.9032452,0.0001650132,0.00001008382,0.00005394635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996157,0.00001519974,0.00000584844,0.00007145325,0.00003066422,0.0001344311,0.00007383922,0.00001984207,0.00003307196],"genre_scores_gemma":[0.999571,7.315553e-7,0.0003731424,0.000003829923,0.00003486047,0.000002436949,7.925728e-7,0.000007160192,0.000006054871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08485544,"threshold_uncertainty_score":0.2184957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722783556851966,"score_gpt":0.2868464557813153,"score_spread":0.2596186202127956,"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."}}