{"id":"W3124013765","doi":"10.1007/s11051-020-05123-y","title":"Effect of cross-linking and thermal budget on plasmonic sensing and sub-surface segregation of in situ synthesized gold in polymer nanocomposite","year":2021,"lang":"en","type":"article","venue":"Journal of Nanoparticle Research","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Colloidal gold; X-ray photoelectron spectroscopy; Nanocomposite; Nanoparticle; Polymer; Chemical engineering; Scanning electron microscope; Polymer nanocomposite; Diffusion; Nanotechnology; Composite material","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":[0.0003140814,0.0003903682,0.0002208353,0.0001584912,0.000171426,0.0002811618,0.0003432735,0.0003217483,0.002241812],"category_scores_gemma":[0.000686243,0.0003080716,0.0001256192,0.0001818074,0.000219567,0.0003748222,0.0001384297,0.0004098436,0.0002825249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146413,"about_ca_system_score_gemma":0.0001900286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006012574,"about_ca_topic_score_gemma":0.00115473,"domain_scores_codex":[0.9998209,0.00002997194,0.0000193636,0.00005906514,0.00002895027,0.0000418579],"domain_scores_gemma":[0.9996057,0.0001676996,0.00009899856,0.00003377604,0.00005568696,0.00003818191],"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":[0.0003087227,0.00003252583,0.0001191266,0.00004954703,0.000007436886,0.00002597576,0.00003596125,0.0002085278,0.9982363,0.0000427464,0.00002873201,0.0009044539],"study_design_scores_gemma":[0.000003079382,0.00005612872,0.0002195453,0.00000154969,0.000005619704,0.00000711096,0.000004864427,0.0003780511,0.9992136,0.000004237442,0.0001044022,0.000001927653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974093,0.000391587,0.00116219,0.00004488838,0.00002058062,0.00001014809,0.0001030168,0.00005833381,0.0007999795],"genre_scores_gemma":[0.9976241,0.0002324971,0.0011083,0.00003030699,0.00000584753,0.00001367856,0.00009381896,0.00004591878,0.0008455892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002241812,"threshold_uncertainty_score":0.007499635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547458437778654,"score_gpt":0.339571783454542,"score_spread":0.3140971990767554,"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."}}