{"id":"W4205362881","doi":"10.22215/etd/2021-14749","title":"Optical Properties of Substrate Supported Mixtures of Silver and Gold Nanoparticles","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Plasmon; Materials science; Nanomaterials; Nanoparticle; Colloidal gold; Polystyrene; Nanotechnology; Plasmonic nanoparticles; Substrate (aquarium); Discrete dipole approximation; Visible spectrum; Extinction (optical mineralogy); Optoelectronics; Dipole; Chemistry; Polymer; Mineralogy; Composite material; 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":[0.0002732187,0.0004143605,0.0002149742,0.000304467,0.0001562533,0.0003875177,0.0003580065,0.0003789035,0.001357973],"category_scores_gemma":[0.0003481841,0.000281368,0.0002170201,0.000271112,0.0001713626,0.0002273802,0.0001843794,0.000430458,0.0003961647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254409,"about_ca_system_score_gemma":0.0001368278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007586401,"about_ca_topic_score_gemma":0.0008509479,"domain_scores_codex":[0.9997314,0.00003561498,0.00001800736,0.00006292166,0.0001146715,0.00003749196],"domain_scores_gemma":[0.9998036,0.00006663443,0.00003345114,0.00001476572,0.00006197663,0.00001955601],"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":[0.0001424358,0.00001603604,0.0001910904,0.00004197407,0.000009980628,0.00003531175,0.00001917519,0.0001199513,0.9982777,0.00004634574,0.00006248282,0.00103751],"study_design_scores_gemma":[0.000008946363,0.0001312351,0.001238793,0.000003847688,0.00001346328,0.00004044846,0.00002082386,0.001176918,0.9969742,0.000009956338,0.0003757045,0.00000561269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953265,0.0008015019,0.0008082811,0.0000375746,0.0000427048,0.000008406219,0.0001304718,0.00004964295,0.002794889],"genre_scores_gemma":[0.995974,0.0003568506,0.001053605,0.00002751201,0.000009150676,0.00001079108,0.0002507929,0.00002021044,0.002297135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001357973,"threshold_uncertainty_score":0.004542887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963756655582225,"score_gpt":0.237060141072136,"score_spread":0.2174225745163138,"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."}}