{"id":"W115412183","doi":"","title":"Open Carrier Grade Base Platform","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Base (topology); Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006556963,0.0004555718,0.0004885896,0.0001781053,0.0006901724,0.0006314781,0.00477496,0.0001992128,0.0003045603],"category_scores_gemma":[0.00005279554,0.0003643165,0.00008426696,0.001411165,0.0002413925,0.0004268741,0.002236868,0.0006059884,0.0003596555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808171,"about_ca_system_score_gemma":0.00009685857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007273037,"about_ca_topic_score_gemma":0.0001050892,"domain_scores_codex":[0.9974633,0.00005119403,0.0004236873,0.0005136062,0.0006346967,0.0009134509],"domain_scores_gemma":[0.9978455,0.0002178859,0.0000598056,0.001465882,0.0001154659,0.0002954824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001453218,0.0001384689,0.001052102,0.0002437454,0.0002442278,0.000273312,0.003324496,0.8502796,0.005506084,0.000449884,0.1232401,0.01510264],"study_design_scores_gemma":[0.001165823,0.00001683655,0.00531024,0.00006950759,0.00002214364,0.0002699184,0.0003515407,0.04209696,0.001163373,0.00005338014,0.9488342,0.0006460508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7141186,0.001384468,0.03759239,0.001443085,0.0006358162,0.005176188,0.0001056859,0.002449424,0.2370943],"genre_scores_gemma":[0.9811924,0.00006903079,0.0009937065,0.0003158782,0.0003748603,0.0003815623,0.00005235811,0.0003296342,0.01629057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8255941,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04124410448876996,"score_gpt":0.2580362861113297,"score_spread":0.2167921816225598,"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."}}