{"id":"W4390331397","doi":"10.1109/mcom.2023.10375690","title":"Optical Communications and Networks","year":2023,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Computer network; Optical Transport Network; Telecommunications; Optical communication; Optical performance monitoring; Clos network; 10G-PON; Key (lock); Optical wireless; Multiwavelength optical networking; Optical cross-connect; Passive optical network; Optical networking; Wireless; Electronic engineering; Optical fiber; Wavelength-division multiplexing; Computer security; Optoelectronics; Fiber optic splitter; Engineering; Materials science","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":[0.001573317,0.000776489,0.0004972291,0.001178146,0.00219303,0.005787611,0.0008470523,0.002303608,0.04208419],"category_scores_gemma":[0.004156297,0.0002869438,0.0003276574,0.001643711,0.00229471,0.006721735,0.002848888,0.003507268,0.01295304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159926,"about_ca_system_score_gemma":0.002496062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145527,"about_ca_topic_score_gemma":0.00176989,"domain_scores_codex":[0.9976789,0.0004099146,0.00008717773,0.0002353447,0.001387899,0.0002007416],"domain_scores_gemma":[0.9986104,0.0003825042,0.0001054574,0.0002569097,0.0004924185,0.0001523172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002247758,0.00001821549,0.0001463482,0.0002417935,0.00001523111,0.00006844305,0.0001137889,0.0004108252,0.0006410035,0.4486333,0.4120674,0.1376212],"study_design_scores_gemma":[0.00000211115,0.00000907543,0.00004765704,0.00006422657,0.000001950692,0.00005574336,0.00003459936,0.0001777511,0.0001184176,0.03120693,0.9682769,0.000004601525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002281146,0.1465581,0.0269466,0.1021334,0.08542445,0.000135638,0.0005959857,0.0008954711,0.6350293],"genre_scores_gemma":[0.06505198,0.204344,0.02116955,0.03994467,0.05120186,0.0003080124,0.0008096085,0.0005602557,0.6166101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04208419,"threshold_uncertainty_score":0.1407856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355071113124928,"score_gpt":0.2739647059646391,"score_spread":0.2384575946521463,"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."}}