{"id":"W2386134490","doi":"","title":"Research on Visualization for Campus Network Link Management Based on GIS","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Visualization; Network management; Campus network; Link (geometry); AM/FM/GIS; Geographic information system; Network monitoring; World Wide Web; Database; GIS applications; Computer network; Data mining; Remote sensing","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":[],"consensus_categories":[],"category_scores_codex":[0.0003191616,0.0001905643,0.0001516749,0.0003009686,0.001115468,0.00009682572,0.00105803,0.00008186042,0.000003829263],"category_scores_gemma":[7.782008e-7,0.0001978227,0.00009907329,0.00138369,0.00007907546,0.0001120302,0.0001894725,0.0001884272,0.0001349935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387769,"about_ca_system_score_gemma":0.00005836947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002024766,"about_ca_topic_score_gemma":5.306432e-7,"domain_scores_codex":[0.9980264,0.00006222198,0.0003167122,0.0007778368,0.0003858944,0.0004309507],"domain_scores_gemma":[0.9981951,0.0004370581,0.0001054585,0.0008301887,0.0003228409,0.0001093163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007368817,0.0002071107,0.000008339275,0.00001519563,0.000009625833,0.000001471827,0.00002869784,0.07428855,0.00003333879,0.8153054,0.02086736,0.08922756],"study_design_scores_gemma":[0.0003653766,0.0001648478,0.0004839254,0.00003246868,0.000003855376,0.000006204498,0.000003643312,0.2687836,0.0006464829,0.06675752,0.6625232,0.0002288674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00005117538,0.00002055085,0.990362,0.002298825,0.00002507603,0.002411764,0.00001220398,0.0004987546,0.004319591],"genre_scores_gemma":[0.04535976,0.00002833062,0.9443876,0.002666821,0.0004732906,0.006515533,0.0001326458,0.00003307051,0.0004029524],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7485479,"threshold_uncertainty_score":0.8579393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05086357335077829,"score_gpt":0.3771242298962713,"score_spread":0.326260656545493,"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."}}