{"id":"W2328982540","doi":"10.1021/acs.jpcc.5b09570","title":"Influence of the Particle Shape and Density of Self-Assembled Gold Nanoparticle Sensors on LSPR and SERS","year":2015,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Materials science; Colloidal gold; Polystyrene; Nanotechnology; Nanoparticle; Surface plasmon resonance; Sphere packing; Drop (telecommunication); Polymer; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006233325,0.0006740341,0.0004455073,0.0002939866,0.0001827391,0.000430236,0.0005048593,0.0006208583,0.0003529073],"category_scores_gemma":[0.00138632,0.0005704312,0.0002466699,0.0001770488,0.0005224852,0.000418633,0.0003391014,0.0005617531,0.0003116481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004213009,"about_ca_system_score_gemma":0.0001416259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003375145,"about_ca_topic_score_gemma":0.0008580021,"domain_scores_codex":[0.999216,0.0001667748,0.00005006016,0.0001438504,0.0003731207,0.00005027291],"domain_scores_gemma":[0.9989931,0.0005711081,0.0001140789,0.00008608999,0.0001749134,0.00006071878],"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":[0.00003018097,0.0000136082,0.00009159724,0.00002765637,0.000005604,0.00004385413,0.00001988853,0.000192113,0.9980524,0.0000551171,0.00001876227,0.001449217],"study_design_scores_gemma":[0.00000326248,0.00005749828,0.000444171,0.000001388356,0.000004891111,0.00006530008,0.000007487472,0.001947854,0.9972242,0.00002567231,0.0002141189,0.000004343404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501767,0.001592908,0.04559086,0.0001632172,0.00008323673,0.00008356826,0.00007834849,0.0003446134,0.001886635],"genre_scores_gemma":[0.9690993,0.0006367267,0.02893881,0.0000787996,0.00001865757,0.00005622935,0.00009018966,0.00004859042,0.001032574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006740341,"threshold_uncertainty_score":0.003296554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241540966181272,"score_gpt":0.2294871449811267,"score_spread":0.217071735319314,"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."}}