{"id":"W2330562742","doi":"10.1021/la200212c","title":"Phospholipid Membrane Encapsulation of Nanoparticles for Surface-Enhanced Raman Scattering","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Raman scattering; Raman spectroscopy; Nanoparticle; Fluorescence; Chemical engineering; Dynamic light scattering; Ternary operation; Lipid bilayer; Materials science; Chemistry; Membrane; Aqueous solution; Phospholipid; Analytical Chemistry (journal); Nanotechnology; Chromatography; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001634157,0.0000724153,0.0001358533,0.00001514152,0.00008642199,0.00001508586,0.0001292006,0.00002980389,0.000318233],"category_scores_gemma":[0.00001059307,0.00006141976,0.00004907408,0.00007719564,0.00005136029,0.00009628827,0.00002241568,0.00001570539,0.00005684678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007111027,"about_ca_system_score_gemma":0.00000811096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006411743,"about_ca_topic_score_gemma":0.000007444021,"domain_scores_codex":[0.9993603,0.00001637121,0.0002097288,0.0001573863,0.00008310506,0.0001730704],"domain_scores_gemma":[0.999631,0.00003507945,0.00008907676,0.0001623835,0.00004587511,0.00003659245],"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":[0.00002641084,0.00006498137,0.0002557462,0.00002596312,0.000003007098,9.089892e-8,0.0008452484,0.00001837832,0.9955652,0.002412315,0.00006317436,0.0007194856],"study_design_scores_gemma":[0.0002124431,0.00002758395,0.005638791,0.00001348333,0.00001368934,4.440757e-7,0.0001134566,0.0001049782,0.993083,0.0004196734,0.0002915161,0.00008095515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984827,0.00003970002,0.0003213063,0.00007133,0.00007069432,0.000178003,0.00002268894,0.00005260638,0.000760984],"genre_scores_gemma":[0.9959425,0.000003559587,0.003853011,0.00003266515,0.00003281515,0.00003646758,0.000003881516,0.00001000865,0.00008508315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005383044,"threshold_uncertainty_score":0.3484428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905783158835178,"score_gpt":0.2410653784151656,"score_spread":0.2020075468268138,"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."}}