{"id":"W2008571005","doi":"10.1021/nn401383t","title":"Chemical and Thermodynamic Control of the Surface of Semiconductor Nanocrystals for Designer White Light Emitters","year":2013,"lang":"en","type":"article","venue":"ACS Nano","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Photoluminescence; Nanocrystal; Materials science; Semiconductor; Solid-state lighting; Quantum yield; Spectral line; Chemical physics; Surface states; Optoelectronics; Nanotechnology; Light-emitting diode; Chemistry; Optics; Surface (topology); Fluorescence; Physics","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":[0.0002649585,0.0001080444,0.0002540037,0.00001348295,0.00004621129,0.0000257632,0.0002529541,0.00006542736,0.000148582],"category_scores_gemma":[0.00008969181,0.00005853707,0.00006029871,0.0000454409,0.000178732,0.0001252377,0.00004913472,0.00002813449,0.000006580437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101355,"about_ca_system_score_gemma":0.00002964583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004971755,"about_ca_topic_score_gemma":0.000001468834,"domain_scores_codex":[0.9991953,0.00007810859,0.0002608091,0.0001633723,0.0001258341,0.0001765444],"domain_scores_gemma":[0.9992714,0.0001810027,0.0001635692,0.000257376,0.00009646998,0.00003021155],"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":[0.0000316915,0.00001818677,0.0006568821,0.00005667561,0.00001106183,3.293697e-8,0.000301636,0.000003987243,0.9981313,0.0001347236,0.0005307299,0.0001231299],"study_design_scores_gemma":[0.0003102593,0.00003234553,0.0004271021,0.00005102099,0.00002277432,0.000001866139,0.00008434145,0.0002354778,0.9982879,0.0002466383,0.0002150071,0.00008533947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981042,0.0004542732,0.00007959077,0.0006421632,0.000113085,0.0004476194,0.00004042944,0.0000106671,0.0001080155],"genre_scores_gemma":[0.9992118,0.00001178195,0.0003262199,0.0001099008,0.00001661449,0.00002585813,4.718356e-7,0.00001423556,0.0002830704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001107691,"threshold_uncertainty_score":0.2387072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087078883477833,"score_gpt":0.1994695753960114,"score_spread":0.1885987865612331,"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."}}