{"id":"W2165581750","doi":"10.1109/led.2006.887944","title":"Robust Coupled-Quantum-Well Structure for Use in Electrorefraction Modulators","year":2007,"lang":"en","type":"article","venue":"IEEE Electron Device Letters","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Robustness (evolution); Transverse plane; Physics; Quantum; Gallium arsenide; Optoelectronics; Condensed matter physics; Materials science; Chemistry; Quantum mechanics; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002464694,0.0003963313,0.0003725539,0.0002667253,0.000152038,0.000126903,0.0002563184,0.00013013,0.0001148123],"category_scores_gemma":[0.000008291097,0.0003794152,0.0001710059,0.0004351448,0.00004302039,0.0005442941,0.00001377302,0.0005392501,0.00001071205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772427,"about_ca_system_score_gemma":0.00004978519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106621,"about_ca_topic_score_gemma":0.0005712591,"domain_scores_codex":[0.9975517,0.00003894162,0.0004868317,0.0005993121,0.0002579504,0.001065258],"domain_scores_gemma":[0.9989364,0.0002655803,0.0002532077,0.0003456387,0.00007319325,0.0001260487],"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":[0.0002837113,0.00006452739,0.06134513,0.00003870647,0.0001323488,0.000007109129,0.0001512011,0.005293147,0.9246922,0.00385155,0.003002277,0.001138111],"study_design_scores_gemma":[0.004584684,0.0004124951,0.05982182,0.00009067416,0.000211428,0.00002648471,0.000432823,0.04488244,0.8595809,0.006732369,0.0210486,0.002175271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818252,0.00008418051,0.01647444,0.0002953274,0.0006400066,0.0005470088,0.00002527241,0.00006707579,0.00004148604],"genre_scores_gemma":[0.9959395,0.000002777853,0.000920717,0.001876689,0.001004591,0.00002243835,0.0001334533,0.00007024289,0.00002960484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06511127,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925673213765279,"score_gpt":0.2586759120472417,"score_spread":0.2394191799095889,"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."}}