{"id":"W2072033548","doi":"10.1364/oe.19.025528","title":"Optical performance of top-down fabricated InGaN/GaN nanorod light emitting diode arrays","year":2011,"lang":"en","type":"article","venue":"Optics Express","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nanorod; Materials science; Light-emitting diode; Optoelectronics; Photoluminescence; Diode; Planar; Fabrication; Gallium nitride; Optics; Indium gallium nitride; Quantum-confined Stark effect; Wide-bandgap semiconductor; Plasma etching; Etching (microfabrication); Piezoelectricity; Quantum well; Nanotechnology; Laser; Composite material","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":[0.0001589893,0.0002095243,0.0003249159,0.00004119189,0.00009422575,0.00004265076,0.0003315081,0.00007026522,0.0004279045],"category_scores_gemma":[0.000008154964,0.0001876924,0.00009260526,0.0001042913,0.00006206604,0.0001758093,0.00008727217,0.000139276,0.00003492457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009589796,"about_ca_system_score_gemma":0.00004046535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008435808,"about_ca_topic_score_gemma":4.652974e-7,"domain_scores_codex":[0.9987417,0.00002944423,0.0004254779,0.0002803082,0.0001633043,0.0003598002],"domain_scores_gemma":[0.9990839,0.00003668177,0.0002233346,0.0004202508,0.0001197956,0.0001160651],"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":[0.00003381365,0.000242823,0.02783286,0.0000910974,0.00008330102,0.000001974565,0.002092717,0.00005193511,0.963943,0.004608493,0.0001061449,0.0009118401],"study_design_scores_gemma":[0.0003372685,0.000082796,0.001175072,0.0000894184,0.00005771513,0.000001045984,0.0004358451,0.0004524278,0.9964069,0.0001630322,0.0005554815,0.0002430179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748102,0.00002581675,0.0006027766,0.00001475243,0.0002964897,0.0001487471,0.0000371745,0.00003768974,0.02402631],"genre_scores_gemma":[0.9942386,0.000004202182,0.005188723,0.00001758273,0.0002231969,0.0000202237,0.00003262124,0.00003138187,0.0002435416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03246387,"threshold_uncertainty_score":0.7653874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808698360580996,"score_gpt":0.2238317368954686,"score_spread":0.2057447532896587,"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."}}