{"id":"W2014708533","doi":"10.1021/nl203860b","title":"Controlling Electron Overflow in Phosphor-Free InGaN/GaN Nanowire White Light-Emitting Diodes","year":2012,"lang":"en","type":"article","venue":"Nano Letters","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research; McGill University","funders":"McMaster University; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Optoelectronics; Materials science; Nanowire; Light-emitting diode; Electroluminescence; Diode; Phosphor; Auger effect; Voltage droop; Quantum efficiency; Indium gallium nitride; Wide-bandgap semiconductor; Quantum dot; Gallium nitride; Electron; Layer (electronics); Nanotechnology; Physics; Voltage","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004122729,0.0002842825,0.0003935542,0.00009899958,0.0001264754,0.0001093057,0.0003013402,0.00007087789,0.0002413165],"category_scores_gemma":[0.00001588643,0.0002662192,0.0001358154,0.0001758889,0.00002502624,0.0003959028,0.00005414259,0.0001836375,0.00004791086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007500198,"about_ca_system_score_gemma":0.00002923101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003335651,"about_ca_topic_score_gemma":0.00001180693,"domain_scores_codex":[0.9981826,0.00008129882,0.0004009978,0.000298463,0.0001958663,0.000840779],"domain_scores_gemma":[0.9992164,0.00006406259,0.0001913266,0.0003805747,0.00002607046,0.0001215271],"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":[0.00002434592,0.00005222311,0.1628885,0.00001863973,0.00003871122,0.000001502241,0.0006783679,0.00004515081,0.8339295,0.0003409103,0.001544023,0.000438039],"study_design_scores_gemma":[0.001835031,0.00002994522,0.004133842,0.0001330911,0.00004793113,0.000001361865,0.0002860529,0.0000328747,0.9786578,0.0001179899,0.01423168,0.0004923869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962382,0.0003422625,0.0001361832,0.001147464,0.0006886077,0.0002435689,0.0000271841,0.00004816522,0.001128323],"genre_scores_gemma":[0.9972023,0.000003048148,0.0003099091,0.001241375,0.001018482,0.00003961796,0.00003693271,0.00004799478,0.0001003419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587547,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007308850078957341,"score_gpt":0.2195296546747927,"score_spread":0.2122208045958354,"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."}}