{"id":"W1985538330","doi":"10.1364/ofc.2014.tu3j.1","title":"100G and Beyond","year":2014,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Citation; Computer science; Publishing; World Wide Web; Political 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":[0.00009680697,0.0001078833,0.0001311129,0.0000280942,0.0000661208,0.00004932788,0.000323555,0.00009983869,0.000109931],"category_scores_gemma":[0.000140252,0.0001054197,0.00001531864,0.0000928751,0.0002573616,0.000121593,0.0001875837,0.0002663556,0.0001408611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001520332,"about_ca_system_score_gemma":0.000003843327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.956335e-7,"about_ca_topic_score_gemma":0.000003631027,"domain_scores_codex":[0.9994552,0.00002301362,0.0001499628,0.0001191971,0.00007790486,0.0001747691],"domain_scores_gemma":[0.9988851,0.0003459277,0.00001333747,0.0006382096,0.00004831401,0.00006912746],"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":[0.000002391724,0.000009898828,0.00005319478,0.0000145738,0.000008883612,2.125221e-7,0.00003642186,0.0007772862,0.0006623665,0.682214,0.0003127535,0.315908],"study_design_scores_gemma":[0.0006471127,0.0001211354,0.003476919,0.0001067619,0.00003650303,0.00001765183,0.0001514821,0.5344517,0.003456929,0.2556505,0.2010249,0.0008584055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05553658,0.001279524,0.2272349,0.003639133,0.00008111829,0.0002445568,0.000003473831,0.001993082,0.7099876],"genre_scores_gemma":[0.8070517,0.0004233752,0.192245,0.00007221474,0.000009872333,0.00001701712,0.000005687617,0.00001320994,0.0001619306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7515152,"threshold_uncertainty_score":0.4298892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354772309799529,"score_gpt":0.2269119535222816,"score_spread":0.2133642304242863,"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."}}