{"id":"W2177748576","doi":"10.1002/cvde.201507177","title":"OMCVD Gold Nanoparticles Covalently Attached to Polystyrene for Biosensing Applications","year":2015,"lang":"en","type":"article","venue":"Chemical Vapor Deposition","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Polystyrene; Surface plasmon resonance; Fabrication; Nanotechnology; Polymer; Chemical vapor deposition; Colloidal gold; Substrate (aquarium); Materials science; Covalent bond; Nucleation; Nanoparticle; Chemical engineering; Chemistry; Biosensor; Organic chemistry","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":[0.0001272047,0.0001221911,0.0001455058,0.00005681556,0.00003778758,0.00004676017,0.0001087012,0.00009656508,0.000003127588],"category_scores_gemma":[0.00005070282,0.0001282103,0.00005342963,0.0002209129,0.0000265005,0.00007862297,0.00002944962,0.0000941787,0.0001141467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574271,"about_ca_system_score_gemma":0.00002282167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007551287,"about_ca_topic_score_gemma":0.000003982688,"domain_scores_codex":[0.9990731,0.000009485954,0.0002052797,0.0001973065,0.0001895506,0.0003252126],"domain_scores_gemma":[0.9993113,0.00008332752,0.00001614699,0.0001751422,0.00009234571,0.0003216963],"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":[0.0000310335,0.00003380135,0.0001113737,0.00003994015,0.00001907989,0.000002084704,0.00005456766,0.002586789,0.9897504,0.00009635575,0.005150888,0.002123641],"study_design_scores_gemma":[0.0004027015,0.00002750433,0.00005642653,0.00001774302,0.00001731635,0.00001305848,0.00004323827,0.049016,0.9480488,0.00015547,0.002041495,0.0001602846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667591,0.0001952863,0.03126697,0.0002858662,0.00007744025,0.0004796894,0.00004107276,0.0002780452,0.0006164958],"genre_scores_gemma":[0.9700563,0.000005770128,0.02945175,0.00006661283,0.00003705349,0.0001853952,0.00009892433,0.00002938345,0.00006883626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04642921,"threshold_uncertainty_score":0.5228264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796079527549692,"score_gpt":0.2781790578292739,"score_spread":0.240218262553777,"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."}}