{"id":"W2142895564","doi":"10.1007/s11082-006-9029-5","title":"Simulation of InGaN/GaN multiple quantum well light-emitting diodes with quantum dot model for electrical and optical effects","year":2007,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Quantum dot; Light-emitting diode; Optoelectronics; Diode; Physics; Quantum well; Quantum dot laser; Quantum; Electro-absorption modulator; Materials science; Optics; Semiconductor laser theory; Quantum mechanics; Laser","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":[0.0002534715,0.0004472267,0.0008900971,0.0003218229,0.0006583168,0.0007140845,0.001033204,0.001442517,0.005466205],"category_scores_gemma":[0.0008790336,0.0004805645,0.0006479726,0.0005151923,0.0005158854,0.0007089326,0.0003458505,0.0006351867,0.0002580212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738295,"about_ca_system_score_gemma":0.001141447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0258145,"about_ca_topic_score_gemma":0.02221914,"domain_scores_codex":[0.9998666,0.0000375822,0.000004834685,0.00002022595,0.00003484959,0.00003592448],"domain_scores_gemma":[0.9994142,0.0003662883,0.00003797601,0.00003287283,0.00009360259,0.00005496119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004278989,0.00005714568,0.0005889067,0.00003081888,0.00002201388,0.0000895445,0.00002528128,0.9935732,0.001743889,0.002740906,0.0003909029,0.0006944773],"study_design_scores_gemma":[0.000008767505,0.000009476834,0.0000926333,0.00000151744,0.000003353252,0.000005368656,0.000007968763,0.9992542,0.0002982376,0.0001881799,0.0001277708,0.000002549991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321636,0.0003908673,0.02824975,0.0008915105,0.0001404611,0.00006900769,0.0008634518,0.0003374989,0.03689393],"genre_scores_gemma":[0.9891613,0.00008770522,0.005577117,0.00009504436,0.00001335289,0.00005204655,0.0002358165,0.00006864918,0.004709012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0258145,"threshold_uncertainty_score":0.05132848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130932280218246,"score_gpt":0.2524544064018325,"score_spread":0.24114508359965,"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."}}