{"id":"W2313722053","doi":"10.1021/nl400975u","title":"Looking Inside a Working SiLED","year":2013,"lang":"en","type":"article","venue":"Nano Letters","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transmission electron microscopy; Degradation (telecommunications); Electroluminescence; Materials science; Silicon; Spectroscopy; Diode; Optoelectronics; Electron energy loss spectroscopy; Chemical engineering; Nanotechnology; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002692596,0.0003670291,0.000286365,0.0002428486,0.0005220001,0.0009527077,0.000590416,0.0006698272,0.006038168],"category_scores_gemma":[0.0004164411,0.0001930471,0.0002929472,0.000116016,0.00054751,0.001205877,0.0007608935,0.0003645437,0.002256227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566438,"about_ca_system_score_gemma":0.0001622131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002093135,"about_ca_topic_score_gemma":0.0003145672,"domain_scores_codex":[0.9997515,0.00001358454,0.000009166218,0.0001110343,0.00007588768,0.00003877446],"domain_scores_gemma":[0.9996308,0.00007958828,0.00006031865,0.00008551157,0.00008513232,0.00005865271],"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":[0.0001618758,0.0000395196,0.002731596,0.0001509128,0.0000226035,0.001204341,0.000592153,0.000359334,0.9677214,0.001922745,0.001532611,0.02356086],"study_design_scores_gemma":[0.00001663361,0.0005368491,0.006277848,0.00005064275,0.00005934915,0.00245398,0.00104925,0.00668251,0.9233561,0.001651412,0.05781787,0.00004764438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711097,0.002312484,0.09207484,0.001369188,0.0007114887,0.0000661156,0.0004482651,0.001531839,0.03037606],"genre_scores_gemma":[0.93681,0.0006611284,0.03754121,0.0005890008,0.00007152829,0.00003079852,0.0004071661,0.0002587555,0.02363055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006038168,"threshold_uncertainty_score":0.02019966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891435256903034,"score_gpt":0.2057972486880871,"score_spread":0.1868828961190567,"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."}}