{"id":"W1974326487","doi":"10.3390/polym3041833","title":"Gold-Poly(methyl methacrylate) Nanocomposite Films for Plasmonic Biosensing Applications","year":2011,"lang":"en","type":"article","venue":"Polymers","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Colloidal gold; Nanocomposite; Polymer; Glass transition; Polymer nanocomposite; Nanoparticle; Annealing (glass); Methyl methacrylate; Monomer; Chemical engineering; Poly(methyl methacrylate); Plasmon; Methacrylate; Nanotechnology; Polymer chemistry; Composite material; Optoelectronics","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":[0.0002135094,0.0001497428,0.0001861346,0.0000638176,0.0002451728,0.00005108202,0.0002558054,0.00006470083,0.0004037823],"category_scores_gemma":[0.00001148306,0.0001337579,0.0001204632,0.0001879954,0.0001168161,0.0001171902,0.00004600063,0.00004438886,0.0003022207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001710897,"about_ca_system_score_gemma":0.0000332238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001771915,"about_ca_topic_score_gemma":0.00000922029,"domain_scores_codex":[0.9988387,0.00003327958,0.0002753203,0.0003589052,0.0001147538,0.0003790132],"domain_scores_gemma":[0.99921,0.0001308201,0.0001129583,0.0003711237,0.0000406086,0.0001344807],"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":[0.00001807151,0.00007967787,0.00008430838,0.000009010989,0.00001094256,3.176299e-7,0.0003134993,0.000002248858,0.982093,0.004900577,0.0002089752,0.01227936],"study_design_scores_gemma":[0.0002050399,0.00002900337,0.0003001905,0.000009823682,0.00004899042,0.000003687383,0.0001810918,0.0001864296,0.9934672,0.0005992681,0.00478331,0.0001859935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903014,0.0009208004,0.003079783,0.0002714727,0.0001676042,0.0006658929,0.00009186922,0.0001858053,0.004315363],"genre_scores_gemma":[0.9768628,0.00001840928,0.02216083,0.0001674126,0.00004937655,0.0002039883,0.000006884144,0.00002418783,0.0005061054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908104,"threshold_uncertainty_score":0.5454488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384907877752007,"score_gpt":0.2522237394142514,"score_spread":0.2183746606367313,"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."}}