{"id":"W1964002416","doi":"10.1109/photwtm.2011.5730039","title":"High performance InGaN/GaN dot-in-a-wire light emitting diodes on Si(111)","year":2011,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Quantum dot; Epitaxy; Diode; Fabrication; Gallium nitride; Wide-bandgap semiconductor; Quantum efficiency; Silicon; Saturation (graph theory); Nanoscopic scale; Gallium arsenide; Nanotechnology","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":[0.00008981336,0.0002284082,0.0001484346,0.00007578339,0.0001418952,0.0002857718,0.0001615956,0.0001385073,0.001201969],"category_scores_gemma":[0.0001021767,0.0001004142,0.0000851337,0.0001262674,0.0001326351,0.0002147479,0.000168904,0.0001863101,0.0005732165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110474,"about_ca_system_score_gemma":0.00009397512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005527892,"about_ca_topic_score_gemma":0.001533892,"domain_scores_codex":[0.999916,0.000009584522,0.000003057822,0.00001684149,0.00003772475,0.00001686933],"domain_scores_gemma":[0.9999281,0.00001565138,0.00001190807,0.00001119643,0.00002211803,0.00001096551],"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":[0.00003324214,0.00002278839,0.0006598103,0.00006618509,0.000007403488,0.00006865098,0.00004051045,0.0005892997,0.9941325,0.0002945584,0.0006256901,0.003459415],"study_design_scores_gemma":[0.00001067016,0.0001464762,0.003758118,0.000003891996,0.000009005377,0.00008538028,0.00002599981,0.004303219,0.9887659,0.00006550673,0.002819969,0.000005832163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870482,0.0004802913,0.004106204,0.0001331059,0.00003970082,0.00002490099,0.0003125798,0.0002721908,0.007582806],"genre_scores_gemma":[0.9853522,0.0004315857,0.01041421,0.0000311633,0.00001418968,0.00002076995,0.000382439,0.0000463026,0.003307019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201969,"threshold_uncertainty_score":0.004020929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804385536001349,"score_gpt":0.2193066754515574,"score_spread":0.2012628200915439,"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."}}