{"id":"W2525291537","doi":"10.1039/c6tc03066a","title":"Spatial organization and optical properties of layer-by-layer assembled upconversion and gold nanoparticles in thin films","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Chemistry C","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Materials science; Layer (electronics); Colloidal gold; Layer by layer; Nanoparticle; Thin film; Nanotechnology; Photon upconversion; Optoelectronics; Doping","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":[0.0005252355,0.0001626541,0.0004480505,0.0000330064,0.0000301481,0.00009252136,0.0001724607,0.0001129634,0.0003604475],"category_scores_gemma":[0.0006427157,0.00009849907,0.00001673206,0.0000539174,0.0001552152,0.0005793608,0.0001274377,0.00004056725,0.000005530749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004123355,"about_ca_system_score_gemma":0.00006076858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057146,"about_ca_topic_score_gemma":7.030916e-7,"domain_scores_codex":[0.9985269,0.00006776197,0.0007424708,0.0001945743,0.0002592996,0.0002089581],"domain_scores_gemma":[0.9990088,0.00004905651,0.0004880929,0.0001346701,0.0002256595,0.00009374692],"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":[0.0003974002,0.00006227811,0.0004088937,0.0002870456,0.000005991218,0.000007011762,0.0001364196,0.000002151401,0.9984419,0.000003465123,0.0001203694,0.0001271121],"study_design_scores_gemma":[0.001099618,0.00008378668,0.0003437836,0.0004898797,0.00001935151,0.00009806596,0.0001186095,8.898498e-7,0.9975235,0.00005403996,0.00002872236,0.0001397631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989442,0.0002577314,0.0000310664,0.0003768475,0.0002522091,0.00009526663,0.0000152898,0.00001287434,0.00001448254],"genre_scores_gemma":[0.998779,0.0003142179,0.0007161106,0.00001578697,0.00009172674,0.000002327946,6.120995e-7,0.00001927789,0.00006092769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009183718,"threshold_uncertainty_score":0.4016675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261532174718882,"score_gpt":0.2140470094567311,"score_spread":0.2014316877095423,"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."}}