{"id":"W2405473452","doi":"10.4028/www.scientific.net/msf.858.410","title":"Bipolar Degradation of 6.5 kV SiC pn-Diodes: Result Prediction by Photoluminescence","year":2016,"lang":"en","type":"article","venue":"Materials science forum","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Materials science; Diode; Photoluminescence; Wafer; Optoelectronics; Annealing (glass); Epitaxy; PIN diode; Degradation (telecommunications); Electronic engineering; Nanotechnology; 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":[0.0003857503,0.0001321937,0.0001698214,0.0001888301,0.00006760403,0.00005296517,0.0004860195,0.00008960191,0.00006088832],"category_scores_gemma":[0.0003492113,0.00009825727,0.00001950022,0.0005242928,0.0005195792,0.0007397191,0.00007786598,0.00003456613,0.00003248587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259885,"about_ca_system_score_gemma":0.00003625174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005809665,"about_ca_topic_score_gemma":0.000005117291,"domain_scores_codex":[0.9987282,0.00001287605,0.0003269595,0.0002629056,0.0002998845,0.0003691665],"domain_scores_gemma":[0.999344,0.0000309084,0.00008251148,0.0003979914,0.0001007052,0.00004390739],"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":[0.000004254794,0.000005693951,0.0009150418,0.00002280508,0.000002505298,2.387023e-7,0.00002454623,0.000006348102,0.9956775,0.0001044686,0.001877483,0.001359075],"study_design_scores_gemma":[0.0001542644,0.00004442977,0.0005782713,0.00008078982,0.000004016134,0.000004603705,0.0001030082,0.0002573299,0.9978797,0.0001320586,0.0006444199,0.0001170766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970945,0.0002365176,0.0003647972,0.0001187212,0.001121289,0.000169149,0.0002259113,0.0005973114,0.00007179257],"genre_scores_gemma":[0.9995085,0.0001140819,0.0002119385,0.00001114626,0.00002198336,0.00002309882,0.000005809759,0.00001615818,0.00008731139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002413962,"threshold_uncertainty_score":0.4006815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012642976894549,"score_gpt":0.2112199063022191,"score_spread":0.2010934765332736,"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."}}