{"id":"W2052591194","doi":"10.1109/icumt.2013.6798432","title":"A novel long term telecommunication network planning framework using a SIPOC approach","year":2013,"lang":"en","type":"article","venue":"","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Network resource planning; Software deployment; Computer science; Key (lock); Context (archaeology); Process management; Seven Management and Planning Tools; Process (computing); Network planning and design; Order (exchange); Core (optical fiber); Core network; Knowledge management; Telecommunications; Business; Engineering; Operations management; Computer security; Software engineering","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":[0.00006908585,0.0001347737,0.0001304121,0.00005064025,0.0001014845,0.0001124714,0.0001873121,0.0001188008,0.0001022643],"category_scores_gemma":[0.00001269401,0.000123028,0.00003779794,0.0001974879,0.00001883587,0.0002168042,0.00004697594,0.0002376277,0.00004731646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004247307,"about_ca_system_score_gemma":0.000007300136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001400812,"about_ca_topic_score_gemma":0.000002028287,"domain_scores_codex":[0.9993666,0.00001073345,0.000156358,0.00004544617,0.00007410743,0.0003467645],"domain_scores_gemma":[0.9995006,0.00007542418,0.00002329906,0.0003159175,0.00001785201,0.00006688593],"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":[0.000003284317,0.00005348484,0.03019489,0.0001079113,0.0001175028,2.975985e-7,0.008364175,0.9390299,0.008818846,0.002144329,0.004393643,0.006771683],"study_design_scores_gemma":[0.0003182938,0.00002762732,0.1754824,0.0002947144,0.00004204325,0.0000621828,0.0009447724,0.8194428,0.0009964565,0.0006733136,0.0009466838,0.000768738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5475659,0.0004336068,0.4322038,0.00002710754,0.0001270235,0.0001599682,6.546427e-7,0.0003353816,0.01914657],"genre_scores_gemma":[0.9284685,0.00001298142,0.07084058,0.0001772049,0.0003061465,0.00001690052,0.000009306671,0.00003556845,0.0001327688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809026,"threshold_uncertainty_score":0.5016937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678675318281285,"score_gpt":0.2736751991727371,"score_spread":0.2368884459899243,"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."}}