{"id":"W3110207038","doi":"10.1155/2020/1728305","title":"Effect of Properties of Silver Nanoparticles Coated with Polar Material and the Antibacterial Activity on Marine Pathogenic Bacteria","year":2020,"lang":"en","type":"article","venue":"Journal of Nanomaterials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Priority Academic Program Development of Jiangsu Higher Education Institutions; University of Waterloo","keywords":"Dispersant; Nanodiamond; Silver nanoparticle; Materials science; Antibacterial activity; Adsorption; Nanoparticle; Nanotechnology; Chemical engineering; Biocompatibility; Bacteria; Nuclear chemistry; Organic chemistry; Chemistry; Dispersion (optics); Diamond","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441301,0.0004653811,0.0001975073,0.0002401512,0.0001475153,0.0002541273,0.0001554449,0.0004495129,0.0007915716],"category_scores_gemma":[0.0005887572,0.0002683426,0.0002822703,0.0001147282,0.00023557,0.0002638587,0.0001308507,0.0002571278,0.0001896682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592195,"about_ca_system_score_gemma":0.00009732343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005833508,"about_ca_topic_score_gemma":0.0006888795,"domain_scores_codex":[0.999805,0.00004193739,0.00001902699,0.00003972866,0.00005388971,0.00004039484],"domain_scores_gemma":[0.9995937,0.0001670097,0.00008623323,0.00001942159,0.00008987513,0.00004378305],"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":[0.0001546343,0.00002024648,0.0001634287,0.00005482217,0.000007940265,0.00004765499,0.00001496144,0.00007859918,0.9987808,0.00001430928,0.00001761107,0.0006449777],"study_design_scores_gemma":[0.000006505803,0.0003225721,0.001490572,0.000004100968,0.00001855573,0.00004974147,0.00001691008,0.0003886183,0.9974892,0.000006770852,0.0002017379,0.000004662862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978023,0.0008948016,0.0004665514,0.00003713496,0.00002466829,0.000008648225,0.00003377838,0.00001647091,0.0007156535],"genre_scores_gemma":[0.9979836,0.0004658512,0.0008175892,0.00004337013,0.00000986245,0.00001075467,0.00008356717,0.00001265572,0.0005727467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007915716,"threshold_uncertainty_score":0.002648115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287351888359784,"score_gpt":0.2188798553582563,"score_spread":0.2060063364746585,"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."}}