{"id":"W2084707926","doi":"10.1143/jjap.50.080212","title":"Improvement of Performance in p-Side Down InGaN/GaN Light-Emitting Diodes with Graded Electron Blocking Layer","year":2011,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Light-emitting diode; Optoelectronics; Materials science; Diode; Doping; Wide-bandgap semiconductor; Voltage; Polarization (electrochemistry); Layer (electronics); Electron; Optics; Physics; Chemistry; Nanotechnology","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":[0.0001323123,0.000412023,0.0002934537,0.00008934806,0.0001905588,0.0003428501,0.0004168666,0.0003151709,0.0008131113],"category_scores_gemma":[0.0003115783,0.0001493658,0.0002377989,0.0001243647,0.0001842236,0.000294097,0.0001724661,0.0001961946,0.0001731253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337363,"about_ca_system_score_gemma":0.0003559205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043408,"about_ca_topic_score_gemma":0.002508623,"domain_scores_codex":[0.9999486,0.000007275088,0.000001835764,0.000006379648,0.00001908229,0.00001684528],"domain_scores_gemma":[0.9999225,0.00002584006,0.00001373665,0.000008131764,0.0000206101,0.000009146444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002752601,0.0001678842,0.003938554,0.0001938247,0.00006695203,0.0003098462,0.0001000398,0.5703178,0.4099281,0.004655124,0.0006992582,0.009347374],"study_design_scores_gemma":[0.00004758059,0.0001631096,0.001124362,0.000008523039,0.00002882627,0.00003762022,0.00001827136,0.9321589,0.06533572,0.0005886765,0.0004765814,0.00001181413],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808993,0.0002704045,0.01308018,0.0001294683,0.00002345814,0.00001691344,0.0001180523,0.0001344768,0.005327686],"genre_scores_gemma":[0.9954685,0.0001127527,0.003854624,0.00001769354,0.000003445268,0.00001176225,0.00004244136,0.00001939612,0.0004692963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002043408,"threshold_uncertainty_score":0.00406307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534099294482928,"score_gpt":0.2190153748189068,"score_spread":0.2036743818740775,"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."}}