{"id":"W2728577934","doi":"10.23919/ondm.2017.7958528","title":"Frame Level Sharing for DBA virtualization in multi-tenant PONs","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"European Regional Development Fund; Science Foundation Ireland","keywords":"Computer science; Passive optical network; Computer network; Backhaul (telecommunications); Virtualization; 10G-PON; Distributed computing; Cloud computing; Wavelength-division multiplexing","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":[0.0001550993,0.00008091817,0.0001157712,0.00005170002,0.000116447,0.00006153074,0.0004352424,0.00005563262,0.00001929961],"category_scores_gemma":[0.000131867,0.0000696736,0.00002793666,0.00003177413,0.00001431689,0.0002274735,0.00009439261,0.00007619044,0.0000178442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000802915,"about_ca_system_score_gemma":0.000007973688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101463,"about_ca_topic_score_gemma":0.000758698,"domain_scores_codex":[0.9994715,0.00000556355,0.0002036575,0.0001171916,0.00005294128,0.0001490942],"domain_scores_gemma":[0.9990009,0.00005183458,0.0000461616,0.0008387216,0.00003088399,0.00003146318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000090184,0.0003564985,0.05862794,0.0007872967,0.0002204807,0.000007530557,0.01091641,0.5304483,0.2113432,0.1171452,0.001571789,0.06848517],"study_design_scores_gemma":[0.0007355342,0.000007208007,0.01212722,0.0000661404,0.000002344363,0.000001406405,0.0001649183,0.9667761,0.00635991,0.0003697415,0.01322328,0.000166224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01566495,0.00007062687,0.9800409,0.00009291246,0.0002284821,0.0004230129,0.00001577836,0.0001979598,0.003265357],"genre_scores_gemma":[0.9756003,0.00002223623,0.02254456,0.00001701589,0.00001424193,0.0001289332,0.00001042413,0.00002798984,0.001634269],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9599354,"threshold_uncertainty_score":0.2841207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877289273822192,"score_gpt":0.3653247732520952,"score_spread":0.1775958458698759,"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."}}