{"id":"W4411004276","doi":"10.37819/nanofab.10.2056","title":"Bioinspired gold-silver bimetallic nanoparticles from leaf and bark extract of Simarouba glauca and their antibacterial efficacy","year":2025,"lang":"en","type":"article","venue":"Nanofabrication","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Bimetallic strip; Bark (sound); Traditional medicine; Antibacterial activity; Silver nanoparticle; Colloidal gold; Chemistry; Nanoparticle; Materials science; Nanotechnology; Biology; Bacteria; Medicine; Organic chemistry; Metal","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":[0.00006142438,0.0002152975,0.0002234705,0.0002754592,0.0001398781,0.0001271881,0.0001454619,0.0002314892,0.0006430406],"category_scores_gemma":[0.00006441352,0.00006646842,0.0002019235,0.00009580777,0.00007899659,0.0001166536,0.0001251222,0.000230607,0.0001387567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008053526,"about_ca_system_score_gemma":0.00008526841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005496353,"about_ca_topic_score_gemma":0.00157333,"domain_scores_codex":[0.9999653,0.000006714687,0.000003002765,0.000007935275,0.0000113603,0.000005682465],"domain_scores_gemma":[0.9999714,0.000004397305,0.000006579687,0.000003041605,0.000007803734,0.000006823891],"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":[0.0000394384,0.00001820144,0.00007599065,0.00006325776,0.000003499085,0.00002501901,0.000007200873,0.00002688555,0.9980854,0.00001426031,0.00001237602,0.001628598],"study_design_scores_gemma":[0.000007700155,0.0005058398,0.003716565,0.000009763389,0.00003450124,0.0001423533,0.00002830454,0.0004540922,0.9933372,0.00003546679,0.001723785,0.000004530856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926915,0.002878394,0.002183621,0.00009302759,0.00002856754,0.0000235583,0.0001322487,0.0000814614,0.001887707],"genre_scores_gemma":[0.9931612,0.000689205,0.003000354,0.0000613911,0.000008526288,0.00001365412,0.0001741218,0.00001161175,0.002879936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006430406,"threshold_uncertainty_score":0.002151191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230974871023612,"score_gpt":0.2419528563974793,"score_spread":0.2296431076872431,"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."}}