{"id":"W2969139733","doi":"10.1364/oe.27.024747","title":"Monitoring and automatic tuning and stabilization of a 2×2 MZI optical switch for large-scale WDM switch networks","year":2019,"lang":"en","type":"article","venue":"Optics Express","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada); University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Wavelength-division multiplexing; Optical switch; Computer science; Interferometry; Interference (communication); Mach–Zehnder interferometer; Crossover switch; Multiplexing; Block (permutation group theory); Electronic engineering; Channel (broadcasting); Optical cross-connect; Channel spacing; Optics; Optical fiber; Wavelength; Physics; Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001593373,0.0001351226,0.0002484393,0.00003756374,0.00003995225,0.0000509245,0.00008167766,0.0001165646,0.000008058658],"category_scores_gemma":[0.00003148946,0.0001321133,0.00002824284,0.00007544906,0.0000242934,0.0001462948,0.00006613717,0.0001126484,0.000001185715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001730179,"about_ca_system_score_gemma":0.000007535583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001928258,"about_ca_topic_score_gemma":0.000001340135,"domain_scores_codex":[0.9992006,0.000007872938,0.0002358174,0.0001720297,0.0001134259,0.000270275],"domain_scores_gemma":[0.9994105,0.0002378033,0.00003347452,0.0001715102,0.00005013968,0.00009657887],"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":[0.0001899613,0.0004550654,0.09206419,0.01316432,0.0005781208,0.00001119369,0.01363575,0.4199001,0.3909479,0.03523619,0.00009416246,0.03372306],"study_design_scores_gemma":[0.0004942614,0.00005282302,0.001696966,0.0002302046,0.00003432295,0.000002206812,0.0004375989,0.9881551,0.008483964,0.0001490881,0.0001089588,0.0001545501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103408,0.000829863,0.08710834,0.000008528814,0.0002142743,0.0003041728,0.000005478695,0.00008698981,0.001101555],"genre_scores_gemma":[0.9750279,0.0002437548,0.024569,0.000004214797,0.00005929227,0.00002709029,0.000003418295,0.00003264195,0.00003268376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.568255,"threshold_uncertainty_score":0.5387425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008385328935096864,"score_gpt":0.2274387142318552,"score_spread":0.2190533852967584,"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."}}