{"id":"W2131036358","doi":"10.1021/am505434u","title":"Tunable Polymer Brush/Au NPs Hybrid Plasmonic Arrays Based on Host–guest Interaction","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Materials science; Colloidal gold; Nanotechnology; Atom-transfer radical-polymerization; Nanoparticle; Polymer; Polymer brush; Methacrylate; Lithography; Surface plasmon resonance; Plasmon; Polymerization; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009036133,0.0006956062,0.0008497779,0.0002656711,0.0004469939,0.0006482023,0.0007368776,0.0001568937,0.002795587],"category_scores_gemma":[0.0001395855,0.0006231386,0.00005724384,0.0001573613,0.0002693112,0.0005446827,0.0003150523,0.0002671004,0.006764471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274941,"about_ca_system_score_gemma":0.00009500948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007961,"about_ca_topic_score_gemma":0.0001066849,"domain_scores_codex":[0.996113,0.0002506101,0.0009625596,0.001093292,0.0006186682,0.0009618809],"domain_scores_gemma":[0.9975998,0.0005493957,0.0006298349,0.00094971,0.0001122368,0.0001589534],"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":[0.0007681364,0.0001733533,0.00002923412,0.0000614961,0.00004338817,0.000003771053,0.0002671169,0.0001991516,0.9943464,0.0004699329,0.003340413,0.000297641],"study_design_scores_gemma":[0.0007518972,0.0002692777,0.00009566187,0.00017301,0.00005622649,0.00001499812,0.0003074288,0.00002693311,0.9925964,0.00007711243,0.00499359,0.0006374645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741024,0.00006454746,0.0003285143,0.0005558522,0.01052062,0.0004414376,0.0001529578,0.0004933205,0.01334038],"genre_scores_gemma":[0.9967275,0.00001584613,0.0002145022,0.0009709639,0.0007080015,0.0002757908,0.00003880021,0.0001115412,0.0009370851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02262511,"threshold_uncertainty_score":0.999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369481771084036,"score_gpt":0.2477835941441253,"score_spread":0.2340887764332849,"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."}}