{"id":"W4400294339","doi":"10.1007/s11468-024-02413-2","title":"Exploration of Biocompatible Ascorbic Acid Reduced and Stabilized Gold Nanoparticles, as Sensitive and Selective Detection Nanoplatform for Silver Ion in Solution","year":2024,"lang":"en","type":"article","venue":"Plasmonics","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ascorbic acid; Biocompatible material; Nanoparticle; Materials science; Nanotechnology; Colloidal gold; Ion; Chemistry; Biomedical engineering; Organic chemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004028996,0.0001057254,0.000166676,0.000102977,0.00008491184,0.00007365006,0.00003364967,0.00006690624,0.000003462432],"category_scores_gemma":[0.00009531066,0.00009912843,0.00002497011,0.0002855229,0.00007206672,0.0005612564,0.00002776964,0.0000534594,0.000008560769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008410383,"about_ca_system_score_gemma":0.00005640849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047983,"about_ca_topic_score_gemma":0.0002947868,"domain_scores_codex":[0.9990917,0.00004000721,0.0002710728,0.0003022219,0.0001126061,0.0001824286],"domain_scores_gemma":[0.9994977,0.0002073061,0.00007590409,0.0000987789,0.00007544773,0.00004484283],"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":[0.0001339352,0.00004728533,0.00002125976,0.00006134927,0.00000569855,3.97677e-7,0.001004108,0.00005453235,0.9917229,0.001492577,0.00001172163,0.005444241],"study_design_scores_gemma":[0.0003546801,0.0001791299,0.0002754431,0.00008588351,0.00002893287,0.000005778807,0.0004105707,0.03216051,0.9627421,0.003550393,0.000100199,0.0001063682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974989,0.0003987544,0.001161142,0.0001288169,0.00009829421,0.0006042068,0.00002783157,0.00005413257,0.00002791309],"genre_scores_gemma":[0.9979986,0.0001216817,0.001640653,0.000007650689,0.00001367502,0.0001815398,0.000005543321,0.00001311661,0.00001754561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03210598,"threshold_uncertainty_score":0.404234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669943436423182,"score_gpt":0.2679847347128165,"score_spread":0.2412853003485847,"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."}}