{"id":"W2196673057","doi":"10.1557/opl.2013.606","title":"Optically Active Nanoparticle Coated Polystyrene Spheres","year":2013,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Canada Research Chairs","keywords":"Polyvinylpyrrolidone; Materials science; SPHERES; Polystyrene; Nanotechnology; Nanoparticle; Drug delivery; Plasmon; Polymer; Chemical engineering; Polymer chemistry; Composite material; Optoelectronics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009234189,0.0001286668,0.00015632,0.00002433742,0.0001856333,0.000245225,0.0002313204,0.00005164979,0.003192792],"category_scores_gemma":[0.00005676469,0.0001024874,0.00004411332,0.0001984605,0.0001061645,0.0004190888,0.0000683123,0.00005773786,0.0026256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002605,"about_ca_system_score_gemma":0.00002109127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001460398,"about_ca_topic_score_gemma":0.000005011676,"domain_scores_codex":[0.9989014,0.000006762378,0.0002264491,0.0002935389,0.0001941403,0.0003776932],"domain_scores_gemma":[0.99944,0.00003275851,0.00007267861,0.0001103841,0.0001759476,0.0001681976],"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":[0.000009855466,0.00009115347,0.001884166,0.000006316888,0.00000397553,3.27057e-7,0.0002391764,7.526343e-7,0.990213,0.003316116,0.002613182,0.001621926],"study_design_scores_gemma":[0.0001810357,0.00004771491,0.008970957,0.00001429498,0.00001338369,0.000003511721,0.0008490304,0.0002104118,0.9879388,0.0007848738,0.0008361192,0.0001499248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939169,0.00002821825,0.000008373352,0.001165835,0.00004773198,0.0002630244,0.000004767019,0.0001801008,0.004385062],"genre_scores_gemma":[0.9979753,0.000003677077,0.001151557,0.0002034702,0.00006319174,0.0001720688,9.874749e-7,0.00001579667,0.0004139334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007086791,"threshold_uncertainty_score":0.9981509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126642606500066,"score_gpt":0.2178925212966448,"score_spread":0.2066260952316441,"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."}}