{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001321713,0.0004375006,0.0001519466,0.0002434407,0.0001856216,0.0002051518,0.0002015171,0.0003328822,0.001223172],"category_scores_gemma":[0.0001455763,0.00020282,0.0001798899,0.0002038401,0.0001713602,0.0001333633,0.0002261422,0.0003433911,0.0005144317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858136,"about_ca_system_score_gemma":0.0002590792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007956707,"about_ca_topic_score_gemma":0.001610395,"domain_scores_codex":[0.9998798,0.00001195182,0.000006410404,0.00002943111,0.00004943371,0.0000229162],"domain_scores_gemma":[0.9999487,0.00001495774,0.000009224418,0.0000067672,0.00001349835,0.000006878096],"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":[0.000004868017,0.000002501733,0.00003331766,0.00003032849,0.000001558236,0.00001625973,0.000005233938,0.00004062242,0.9984548,0.00007109488,0.00002884833,0.001310537],"study_design_scores_gemma":[0.000001702398,0.00002624697,0.0005527317,0.000003309185,0.000005332105,0.0000490705,0.000006574257,0.0005284265,0.9967811,0.00004608301,0.001997394,0.000002039548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221394,0.007471664,0.05862184,0.0003614727,0.0002724933,0.0001285909,0.0003582179,0.0004963372,0.01014998],"genre_scores_gemma":[0.9494393,0.002977965,0.03918552,0.0001865271,0.00004495521,0.0000575089,0.0004267071,0.00004318863,0.00763836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001223172,"threshold_uncertainty_score":0.004091918,"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."}}