{"id":"W2513194334","doi":"10.1021/acs.jpcc.5b03853","title":"Controlling the Surface of Semiconductor Nanocrystals for Efficient Light Emission from Single Excitons to Multiexcitons","year":2015,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":21,"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; Canada Foundation for Innovation","keywords":"Nanocrystal; Semiconductor nanostructures; Photoluminescence; Exciton; Semiconductor; Materials science; Core (optical fiber); Optoelectronics; Nanotechnology; Nanostructure; Bandwidth (computing); Quantum dot; Shell (structure); Engineering physics; Condensed matter physics; Physics; Computer science; Telecommunications; Composite material","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":[0.0008667599,0.000136591,0.0003589838,0.000007382849,0.0001122146,0.00004324933,0.0005451496,0.00004059934,0.00003292452],"category_scores_gemma":[0.00058498,0.00006159161,0.0001577446,0.00006801535,0.0001115918,0.00005843584,0.00006102058,0.0001186181,0.000005685497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004876354,"about_ca_system_score_gemma":0.00009750192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002826693,"about_ca_topic_score_gemma":4.214489e-7,"domain_scores_codex":[0.9987954,0.0001120354,0.0003957014,0.000110685,0.0003879751,0.0001982296],"domain_scores_gemma":[0.9979413,0.0009216614,0.0004030386,0.0002691429,0.0003128955,0.0001519321],"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":[0.0004247132,0.0001600855,0.000002792608,0.00001939736,0.00001930849,4.586199e-7,0.002505483,0.007549196,0.9880903,0.000003461812,0.001160818,0.00006401177],"study_design_scores_gemma":[0.000454763,0.0001402785,0.000003010111,0.000142469,0.00007174318,0.000005312387,0.001194497,0.00349491,0.9921718,0.0002422307,0.001988757,0.00009025348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974559,0.0005162663,0.000273941,0.001259662,0.0001493514,0.000145949,0.00005370351,0.00000802847,0.0001371773],"genre_scores_gemma":[0.9990146,0.000002476394,0.0001941699,0.00003769865,0.0005955101,0.000002289567,6.10275e-7,0.00001431856,0.0001383703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004081501,"threshold_uncertainty_score":0.2511633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394744891708896,"score_gpt":0.2644498499262729,"score_spread":0.2249753607553833,"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."}}