{"id":"W2042707093","doi":"10.1021/ph500221z","title":"Ultranarrow Luminescence Linewidth of Silicon Nanocrystals and Influence of Matrix","year":2014,"lang":"en","type":"article","venue":"ACS Photonics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet; Carl Tryggers Stiftelse för Vetenskaplig Forskning","keywords":"Laser linewidth; Materials science; Nanocrystal; Quantum dot; Luminescence; Optoelectronics; Passivation; Silicon; Photoluminescence; Phosphor; Silicon dioxide; Nanotechnology; Layer (electronics); Optics; Laser; 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":[0.0004229527,0.0002023602,0.0004458335,0.0000741452,0.00006087649,0.00002691841,0.0004438185,0.0001268127,0.0000724284],"category_scores_gemma":[0.000400115,0.000178258,0.00005696857,0.0002608536,0.0004126743,0.0002020159,0.00009648732,0.00009451944,0.000005269383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001117183,"about_ca_system_score_gemma":0.00007325062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004601527,"about_ca_topic_score_gemma":0.00003442007,"domain_scores_codex":[0.9984068,0.00007068023,0.0005509869,0.0003634386,0.0003163237,0.000291825],"domain_scores_gemma":[0.9985155,0.0002397573,0.0003794289,0.0005533028,0.0002038572,0.0001081368],"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":[0.00004848482,0.00002714631,0.008755575,0.0002074439,0.000004217286,0.000001096953,0.0002717938,0.0002042107,0.98949,0.0007973862,0.00003333237,0.0001592721],"study_design_scores_gemma":[0.000406434,0.0001680979,0.01277508,0.0001052418,0.00002178118,0.00002628761,0.00003417533,0.0005171199,0.9847289,0.0004049785,0.0006258727,0.0001859925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989297,0.0004373055,0.00001558648,0.00004759987,0.0001459352,0.0002328642,0.00005390725,0.00003132318,0.0001057985],"genre_scores_gemma":[0.9988191,0.0001471528,0.0008235227,0.0001022216,0.00001901773,0.000007082027,0.000003701282,0.00001721524,0.00006104964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0047611,"threshold_uncertainty_score":0.7269149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005109316767785515,"score_gpt":0.232311499340718,"score_spread":0.2272021825729325,"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."}}