{"id":"W2168643244","doi":"10.1002/pssb.201400026","title":"Tuning silicon quantum dot luminescence via surface groups","year":2014,"lang":"en","type":"article","venue":"physica status solidi (b)","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Killam Trusts","keywords":"Trioctylphosphine oxide; Surface modification; Luminescence; Quantum dot; Materials science; Transmission electron microscopy; Silicon; Fluorescence; Nanocrystal; Nanotechnology; Spectroscopy; Toluene; Oxide; Photochemistry; Analytical Chemistry (journal); Optoelectronics; Chemistry; Physical chemistry; Optics; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003202997,0.0003978206,0.0004966148,0.00004787176,0.0003307687,0.00017678,0.000581693,0.0001020305,0.0002473189],"category_scores_gemma":[0.0001605408,0.0003621129,0.000137309,0.0003635058,0.0002785583,0.0003931647,0.0001981375,0.0002315906,0.0004730114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006104523,"about_ca_system_score_gemma":0.00007773378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009695717,"about_ca_topic_score_gemma":0.00004670671,"domain_scores_codex":[0.9970644,0.000184368,0.0004562118,0.0007715896,0.0004978231,0.001025632],"domain_scores_gemma":[0.9981368,0.0002598596,0.000291085,0.000821184,0.0001531636,0.0003378749],"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":[0.0000476398,0.00006961221,0.001393509,0.00005056603,0.000005788251,0.000004083616,0.0006825543,0.0003655254,0.9923516,0.004099407,0.0006315519,0.0002981466],"study_design_scores_gemma":[0.0005536517,0.0001769597,0.005380366,0.00005877643,0.00002866655,0.00001736659,0.0001277854,0.0328527,0.9545605,0.002894433,0.002711241,0.0006375474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996558,0.00009602548,0.0005172505,0.0001367974,0.00134967,0.0002653952,0.00003866075,0.0002522558,0.000785938],"genre_scores_gemma":[0.9986273,0.00001444522,0.0003659926,0.000334515,0.0004537241,0.00001585631,0.00002312083,0.00005354096,0.0001115141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03779111,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146497037652193,"score_gpt":0.2401892796021889,"score_spread":0.2287243092256669,"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."}}