{"id":"W4396892843","doi":"10.1364/ofc.2024.m3e.6","title":"Design Tradeoffs for Coherent Pluggable Optics At 800G and Beyond","year":2024,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006504427,0.0001053141,0.0001059675,0.00003858782,0.00002902375,0.00006294128,0.00006954125,0.0001012206,0.00005637542],"category_scores_gemma":[0.00001215571,0.00008753801,0.00002421037,0.00008957202,0.0000395006,0.00005860144,0.0000388231,0.00008578669,0.00003262818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000501456,"about_ca_system_score_gemma":0.000004368698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.26423e-7,"about_ca_topic_score_gemma":0.000002262432,"domain_scores_codex":[0.9994853,0.000002560125,0.0001029413,0.0001336491,0.00005314302,0.0002223759],"domain_scores_gemma":[0.9996219,0.0002187426,0.000002751098,0.0001108586,0.000006621483,0.00003908188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000033683,0.00004114503,0.00004738646,0.001208178,0.0003500645,0.00004222157,0.0002863977,0.1180646,0.01636094,0.4618113,0.3039077,0.09784631],"study_design_scores_gemma":[0.0001186934,0.00008195282,0.000007697245,0.00002119615,0.00002439985,0.000007800259,0.00004018903,0.9567952,0.01293685,0.007759965,0.02204822,0.0001578868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06056241,0.01183343,0.869876,0.001464388,0.001085003,0.001318854,0.00002200321,0.00838002,0.04545793],"genre_scores_gemma":[0.5836706,0.0006347973,0.4116077,0.00006468221,0.00009980963,0.0001415699,0.000006355762,0.00008138505,0.003693092],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8387305,"threshold_uncertainty_score":0.3569697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036351738783776,"score_gpt":0.2197683562115398,"score_spread":0.1994048388237021,"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."}}