{"id":"W2109143971","doi":"10.1155/2014/602385","title":"A Simple Approach to Engineer SERS Substrates and Plasmonic Thin Film","year":2014,"lang":"en","type":"article","venue":"Journal of Nanoparticles","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Carleton University","keywords":"Materials science; Thin film; Plasmon; Raman scattering; Surface plasmon resonance; Annealing (glass); Silver nanoparticle; Nanoparticle; Raman spectroscopy; Surface plasmon; Nanoscopic scale; Nanotechnology; Optoelectronics; Analytical Chemistry (journal); Optics; Composite material; Chemistry","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":[0.0005906755,0.00009285135,0.0001914486,0.00005335657,0.0001110883,0.0001502472,0.0001609134,0.00002467354,0.00004423941],"category_scores_gemma":[0.00009007462,0.00006736529,0.00004616688,0.0001281653,0.00005278206,0.0001670065,0.00002981837,0.0000587562,0.00004367784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000118196,"about_ca_system_score_gemma":0.00002721415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009642698,"about_ca_topic_score_gemma":0.000003821759,"domain_scores_codex":[0.9991005,0.00005272773,0.0003252699,0.0001264068,0.0001823432,0.0002127714],"domain_scores_gemma":[0.9993682,0.0001204033,0.0001181542,0.0001278495,0.00006865868,0.0001967651],"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":[0.00002001633,0.00008841267,0.001219054,0.000006925262,0.000005274199,7.694589e-7,0.0003353704,0.004138907,0.9899316,0.003201586,0.0005641991,0.000487905],"study_design_scores_gemma":[0.0003392251,0.0001014963,0.006264367,0.00001236942,0.00002482852,0.00002806853,0.0002411,0.005723298,0.9841515,0.001017222,0.001997563,0.00009891298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998892,0.0001236936,0.0002835424,0.0003660854,0.00004022237,0.00006690255,0.000003286465,0.00001714257,0.0002071153],"genre_scores_gemma":[0.9954827,0.000006699319,0.004251572,0.0001488421,0.0000738975,0.000006003786,2.884605e-7,0.000008679877,0.00002133434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005780032,"threshold_uncertainty_score":0.2747077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443164451359773,"score_gpt":0.2239074802658326,"score_spread":0.2094758357522348,"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."}}