{"id":"W2005714661","doi":"10.1109/ofc.2006.215625","title":"Evolving a fibre-to-the-node access infrastructure","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Telecommunications; Service provider; Broadband; Computer science; Broadband networks; Computer network; Node (physics); Service (business); Reservation; Business; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005449854,0.0001525269,0.00008546761,0.0003815077,0.0007600341,0.001115972,0.000580719,0.0007532301,0.00196437],"category_scores_gemma":[0.0007266634,0.00009881774,0.0001189644,0.0004159418,0.0004333437,0.001630904,0.0007548289,0.0003537531,0.0005420987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305371,"about_ca_system_score_gemma":0.001498468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01805352,"about_ca_topic_score_gemma":0.02815438,"domain_scores_codex":[0.9995422,0.00007568793,0.000009106485,0.00003899333,0.0001617165,0.0001723938],"domain_scores_gemma":[0.9996771,0.00002418245,0.00002633651,0.00003063608,0.0001775247,0.00006425785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006269087,0.0006116617,0.02607066,0.0001272099,0.00003738804,0.001459113,0.001115586,0.044476,0.08442262,0.2136435,0.007137958,0.6202714],"study_design_scores_gemma":[0.0002383603,0.006211774,0.0784651,0.0003023574,0.0001653726,0.005020352,0.004822738,0.2978392,0.04651333,0.07794148,0.4822808,0.0001991391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7642906,0.0008922374,0.08764791,0.002110049,0.00009054509,0.0003038383,0.000105516,0.0002935402,0.1442657],"genre_scores_gemma":[0.9517447,0.0005173723,0.03363126,0.0001495152,0.00002420988,0.00003018735,0.00007771794,0.00001577873,0.01380937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01805352,"threshold_uncertainty_score":0.0358969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899897109852072,"score_gpt":0.3367712623995945,"score_spread":0.3177722913010738,"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."}}