{"id":"W2167968347","doi":"10.1088/0957-4484/23/19/194012","title":"Temperature-dependent nonradiative recombination processes in GaN-based nanowire white-light-emitting diodes on silicon","year":2012,"lang":"en","type":"article","venue":"Nanotechnology","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Auger effect; Optoelectronics; Diode; Nanowire; Heterojunction; Light-emitting diode; Silicon; Atmospheric temperature range; Spontaneous emission; Indium gallium nitride; Wide-bandgap semiconductor; Gallium nitride; Layer (electronics); Auger; Optics; Nanotechnology; Atomic physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002794557,0.0002617329,0.0003419377,0.0002821536,0.0001112413,0.00004450052,0.000229007,0.0002885372,0.0002253003],"category_scores_gemma":[0.00007607443,0.0002351405,0.00006682756,0.0003860092,0.00004357379,0.0002119841,0.00002216524,0.0003236734,0.00007047169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009191328,"about_ca_system_score_gemma":0.0001039377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008419359,"about_ca_topic_score_gemma":0.0000329717,"domain_scores_codex":[0.9985514,0.00008279755,0.000344949,0.0003599523,0.0001477433,0.0005131783],"domain_scores_gemma":[0.9992302,0.0001089732,0.0002208037,0.0002860329,0.00009266726,0.0000613006],"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":[0.00005976961,0.0007463848,0.1142029,0.0001305639,0.00004908851,0.000003452698,0.0008851594,0.0001344975,0.8714367,0.004095607,0.0001632152,0.008092729],"study_design_scores_gemma":[0.0008453929,0.0001261993,0.001033662,0.0001116524,0.00001749049,8.730448e-7,0.0005700553,0.00002641344,0.9947826,0.0005803636,0.001625135,0.0002802169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967688,0.0001773535,0.00002675276,0.0009855255,0.0005028606,0.000367287,0.00003806652,0.0001217363,0.001011615],"genre_scores_gemma":[0.9991754,0.000004098289,0.0000987026,0.0001715437,0.0001782248,0.0001458119,0.00007059565,0.00003416604,0.0001214117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1233459,"threshold_uncertainty_score":0.958875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103328032922117,"score_gpt":0.2461920361724333,"score_spread":0.2351587558432121,"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."}}