{"id":"W1968257919","doi":"10.1109/icns.2006.53","title":"Global Traffic Grooming based on Cooperation: An Implementation over NS","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Traffic grooming; Exploit; Computer science; Computer network; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000866657,0.0004730113,0.0004741078,0.000286384,0.0006283916,0.0008888604,0.00128363,0.00055934,0.003727546],"category_scores_gemma":[0.001465932,0.0002164111,0.000292386,0.0004028892,0.0005203521,0.001146662,0.0009309318,0.0006567852,0.0004037076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006914858,"about_ca_system_score_gemma":0.001078963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297381,"about_ca_topic_score_gemma":0.01215692,"domain_scores_codex":[0.9997308,0.00007684193,0.00001634978,0.00003271683,0.0000895705,0.00005368367],"domain_scores_gemma":[0.9993766,0.0002091658,0.0000415943,0.0001574471,0.0001329866,0.00008222951],"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":[0.0007213207,0.0004629346,0.004346783,0.0002379975,0.0001565343,0.0002899233,0.0004613838,0.8104319,0.01745788,0.04300036,0.005733632,0.1166994],"study_design_scores_gemma":[0.00003647585,0.00003573312,0.0001088194,0.00000459991,0.00001068043,0.00002301589,0.00003608705,0.994166,0.001986109,0.00193705,0.001648031,0.000007376723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1851137,0.0002651905,0.7789244,0.0007956875,0.000164404,0.0003838509,0.0002987308,0.01137877,0.02267531],"genre_scores_gemma":[0.8773379,0.0001633033,0.1184477,0.0000975672,0.00001607539,0.0001526652,0.000207376,0.0001742016,0.003403279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01297381,"threshold_uncertainty_score":0.02579659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006866854405966873,"score_gpt":0.256678766018033,"score_spread":0.2498119116120661,"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."}}