{"id":"W2295126384","doi":"10.1364/eceoc.2012.we.3.a.3","title":"Flexible Transceivers","year":2012,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Transceiver; Wavelength-division multiplexing; Flexibility (engineering); Computer science; Transmission (telecommunications); Electronic engineering; Optical performance monitoring; SIGNAL (programming language); Telecommunications; Computer network; Engineering; Optoelectronics; Materials science; Wireless","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":[0.0005238131,0.0006121067,0.0004092775,0.0007702656,0.0008347108,0.001230616,0.001129439,0.001257228,0.009184885],"category_scores_gemma":[0.001290491,0.000385272,0.0003471022,0.0008112716,0.0007804292,0.001721543,0.001462517,0.00134852,0.003581134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000536461,"about_ca_system_score_gemma":0.0003338111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002427646,"about_ca_topic_score_gemma":0.0002574385,"domain_scores_codex":[0.9993657,0.00006792098,0.00003140861,0.0001462149,0.0002713378,0.000117254],"domain_scores_gemma":[0.9993021,0.0001559051,0.00009071992,0.0002350164,0.0001407484,0.00007528337],"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":[0.0003401149,0.0001247715,0.0006673472,0.0003613702,0.00006561948,0.0006900845,0.0003300079,0.04689311,0.2514457,0.4037102,0.01651938,0.2788523],"study_design_scores_gemma":[0.0002114248,0.0009439505,0.001672211,0.0002363039,0.00009296364,0.002978185,0.0002162744,0.2147948,0.162867,0.2090829,0.406599,0.0003049193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05756772,0.004843943,0.7995877,0.001413669,0.001288655,0.0002076495,0.0005197492,0.00291418,0.1316568],"genre_scores_gemma":[0.7750972,0.003699924,0.1560288,0.001050429,0.0006718953,0.0003508215,0.0006891926,0.0003467376,0.06206503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009184885,"threshold_uncertainty_score":0.03072655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008558457818937942,"score_gpt":0.1826407981081459,"score_spread":0.174082340289208,"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."}}