{"id":"W2598011694","doi":"10.1364/ota.2017.ots2e.4","title":"Optical trapping and enhanced Raman spectroscopy of liposome encapsulated silver decahedral nanoparticles","year":2017,"lang":"en","type":"article","venue":"","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Raman spectroscopy; Raman scattering; Liposome; Optical tweezers; Nanoparticle; Materials science; Vesicle; Polarizability; Lipid bilayer; Bilayer; Trapping; Dynamic light scattering; Silver nanoparticle; Molecule; Nanotechnology; Membrane; Chemistry; Optics; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001874296,0.0002589046,0.0001320138,0.0002165407,0.000176656,0.0002246161,0.0002698219,0.0002856696,0.0009445278],"category_scores_gemma":[0.0002110206,0.0001116542,0.0001789107,0.00009741629,0.0002470583,0.000203851,0.0002401231,0.0003108599,0.0002700102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014095,"about_ca_system_score_gemma":0.0001357895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005055385,"about_ca_topic_score_gemma":0.0003951107,"domain_scores_codex":[0.9999034,0.00001573287,0.000006994253,0.00002365151,0.00002678191,0.00002336368],"domain_scores_gemma":[0.9999005,0.00003230574,0.00002301014,0.00001204576,0.00002160943,0.00001063261],"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":[0.00002905618,0.000009919117,0.00005958615,0.0000127712,0.000002108507,0.0000239465,0.0000183211,0.00005840284,0.9992146,0.00008915644,0.000018232,0.0004638378],"study_design_scores_gemma":[0.000005829278,0.00004329038,0.0003902996,0.000002098302,0.000003574414,0.00003202182,0.00001767683,0.001005155,0.9983084,0.00002980595,0.0001585409,0.000003363293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943348,0.0002886698,0.003997809,0.00008264624,0.00001614783,0.00001388699,0.00008680767,0.0000563313,0.001122963],"genre_scores_gemma":[0.9926762,0.0002169298,0.004959805,0.0000460407,0.000007687375,0.00002552191,0.0001164996,0.00001656364,0.001934808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009445278,"threshold_uncertainty_score":0.003159761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618941858815703,"score_gpt":0.2628732194444198,"score_spread":0.2466838008562628,"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."}}