{"id":"W2143971456","doi":"10.1002/anie.201004806","title":"Surface‐Enhanced Fluorescence with Shell‐Isolated Nanoparticles (SHINEF)","year":2010,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Monolayer; Nanoparticle; Colloidal gold; Coating; Fluorescence; Nanotechnology; Materials science; Shell (structure); Core (optical fiber); Computer science; Optics; Physics; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001552576,0.0001336875,0.0001146481,0.00002780278,0.0001386897,0.0001376389,0.000279174,0.00006643844,0.001799523],"category_scores_gemma":[0.0000461304,0.000105932,0.00004120611,0.0001226604,0.00009960496,0.0003786763,0.00003865713,0.0001282503,0.0002913086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002544574,"about_ca_system_score_gemma":0.00003431816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004310632,"about_ca_topic_score_gemma":0.00005938823,"domain_scores_codex":[0.9989243,0.00001118976,0.0002166556,0.0003066744,0.0003242812,0.0002168551],"domain_scores_gemma":[0.999305,0.00006581782,0.0001058623,0.0002179995,0.000207333,0.00009802819],"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":[0.00005566328,0.000113334,0.0003115926,0.00000362373,0.000007871575,0.000002415955,0.00009121823,0.00002927802,0.9966849,0.001013083,0.001211303,0.0004756984],"study_design_scores_gemma":[0.000319757,0.00003362645,0.001091482,0.00002570178,0.00001291388,0.00001052267,0.00004993242,0.0002222475,0.9952709,0.000431222,0.002375281,0.0001563951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942232,0.000009843966,0.0007874766,0.001275022,0.0006599984,0.0001142005,0.00004582348,0.0001282996,0.002756087],"genre_scores_gemma":[0.9970087,0.00001256017,0.002079293,0.0001267256,0.0004606749,0.00003905707,0.00005438188,0.0000143477,0.0002042526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002785459,"threshold_uncertainty_score":0.999113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034929795055198,"score_gpt":0.2364964222797174,"score_spread":0.2261471243291654,"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."}}