{"id":"W2072836097","doi":"10.1109/nusod.2010.5595695","title":"Simulation for light power distribution of 3D InGaN/GaN MQW LED with textured surface","year":2010,"lang":"en","type":"article","venue":"","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Ray tracing (physics); Materials science; Transmittance; Finite-difference time-domain method; Optics; Light-emitting diode; Power (physics); Optoelectronics; Surface (topology); Geometry; Physics; Mathematics","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":[0.0001091117,0.0003228354,0.0003320163,0.0002366603,0.0003270036,0.0005143233,0.0004654031,0.0007784402,0.002623577],"category_scores_gemma":[0.0004078979,0.0002723231,0.0006805984,0.0002742232,0.0002929142,0.0004334397,0.0002598934,0.000354948,0.0002218012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606044,"about_ca_system_score_gemma":0.0005248807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007482709,"about_ca_topic_score_gemma":0.003448532,"domain_scores_codex":[0.9999174,0.00001109018,0.00000324256,0.00001266255,0.00003881486,0.00001680902],"domain_scores_gemma":[0.9998568,0.00006910966,0.00001265391,0.0000154413,0.000035693,0.00001029545],"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":[0.00004968101,0.00002680301,0.001376652,0.00004379261,0.00001804656,0.0001976982,0.0001038519,0.9768262,0.01684221,0.00161565,0.0002370935,0.002662354],"study_design_scores_gemma":[0.0000088673,0.000008970987,0.0002245587,0.000001631328,0.000002918974,0.00001438812,0.00001038516,0.9972777,0.002063094,0.0001660378,0.0002167508,0.000004819004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7985813,0.0002003981,0.180264,0.0003498433,0.00006710755,0.00006868748,0.000890561,0.001099017,0.01847903],"genre_scores_gemma":[0.9749342,0.0001375831,0.0212198,0.00004746965,0.00001003698,0.00007980991,0.0003187887,0.0001238044,0.003128568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007482709,"threshold_uncertainty_score":0.01487833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007118933271799549,"score_gpt":0.2441993463396767,"score_spread":0.2370804130678772,"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."}}