{"id":"W2118765726","doi":"10.1109/ofc.2002.1036185","title":"Merits of hybrid optical networking","year":2003,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Wavelength-division multiplexing; USable; Channel (broadcasting); Spectral efficiency; Computer science; Fiber; Channel spacing; Channel capacity; Optical fiber; Line (geometry); Electronic engineering; Computer network; Materials science; Optoelectronics; Telecommunications; Engineering; Mathematics; Wavelength","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":[0.0008888126,0.0003268082,0.0003611906,0.0005236664,0.0007031155,0.002767026,0.0009450584,0.001067419,0.0103633],"category_scores_gemma":[0.001809785,0.0001873392,0.0001956005,0.0005367863,0.0008119313,0.004345579,0.001724014,0.0007906239,0.001398428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006417441,"about_ca_system_score_gemma":0.0003035476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002228473,"about_ca_topic_score_gemma":0.0004037568,"domain_scores_codex":[0.9995028,0.00009056989,0.00001183493,0.00007620497,0.0002568327,0.0000617957],"domain_scores_gemma":[0.9991178,0.0004006721,0.00006490281,0.0001547372,0.0001612581,0.0001006558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002522664,0.00006428259,0.0009173106,0.0001824811,0.00003328677,0.0001526867,0.0001077849,0.006886526,0.007808462,0.8266323,0.005656097,0.1513067],"study_design_scores_gemma":[0.00006455224,0.0003012447,0.001762158,0.0001385224,0.00006247996,0.001744821,0.0003765571,0.07224627,0.006466096,0.7634282,0.1533576,0.0000516676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1057914,0.02111415,0.1366946,0.008889372,0.001372702,0.00008963458,0.0001836056,0.0004617468,0.7254028],"genre_scores_gemma":[0.9406142,0.004855495,0.02420392,0.000858549,0.001278456,0.0000971792,0.00008836579,0.00006676844,0.02793706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0103633,"threshold_uncertainty_score":0.03466874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007602168351471795,"score_gpt":0.1828052224143838,"score_spread":0.175203054062912,"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."}}