{"id":"W2622997068","doi":"10.14447/jnmes.v19i1.340","title":"Degradation of InGaN/GaN LEDs under Forward-bias Operations in Salty Water Vapor","year":2016,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Light-emitting diode; Materials science; Optoelectronics; Degradation (telecommunications); Water vapor; Electrode; Stress (linguistics); Chemistry; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199028,0.0002952666,0.000248938,0.0001110282,0.0001785976,0.0002038854,0.000238627,0.000272,0.001466746],"category_scores_gemma":[0.0002450628,0.0001657767,0.0001900835,0.0001755583,0.0002326848,0.0003415567,0.0001591673,0.0002613961,0.0001893226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063873,"about_ca_system_score_gemma":0.0001538479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002762129,"about_ca_topic_score_gemma":0.003320854,"domain_scores_codex":[0.9998894,0.000008341246,0.000009417993,0.00002624589,0.00003069827,0.00003586624],"domain_scores_gemma":[0.9998181,0.00003446659,0.00004286095,0.00002019564,0.00005640601,0.00002796732],"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":[0.00006351023,0.000008574739,0.0005655134,0.00002023467,0.000004812268,0.00007538833,0.00006655472,0.00008165411,0.9985029,0.00001414685,0.00002436701,0.0005723931],"study_design_scores_gemma":[0.000003945352,0.0001205417,0.006149857,0.000002804261,0.000008550169,0.00003869111,0.00006707838,0.001030037,0.9923201,0.00001333456,0.0002406035,0.000004442458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993043,0.00008707785,0.0002595416,0.00002043689,0.00000853321,0.000005231402,0.0001061095,0.00001691952,0.0001919256],"genre_scores_gemma":[0.9987639,0.00009361423,0.0002821064,0.00002024017,0.000003408136,0.00001079194,0.0000943078,0.00001020774,0.0007213873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002762129,"threshold_uncertainty_score":0.005492151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688241071604338,"score_gpt":0.2690720911581865,"score_spread":0.2421896804421431,"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."}}