{"id":"W4387580797","doi":"10.1016/j.jnca.2023.103763","title":"Two formal design solutions for the generalization of network segmentation","year":2023,"lang":"en","type":"article","venue":"Journal of Network and Computer Applications","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Segmentation; Distributed computing; Rotation formalisms in three dimensions; Computer network; Generalization; Software-defined networking; Network architecture; Theoretical computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005513715,0.001145953,0.0005992993,0.001041499,0.00130553,0.003034364,0.003609822,0.002414149,0.007947621],"category_scores_gemma":[0.01251553,0.000982001,0.001811969,0.0007641012,0.004353839,0.005034972,0.004291778,0.003709663,0.001270897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306468,"about_ca_system_score_gemma":0.002925969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001759093,"about_ca_topic_score_gemma":0.002757393,"domain_scores_codex":[0.9952773,0.001576876,0.0004413212,0.0009186007,0.001333854,0.0004520772],"domain_scores_gemma":[0.9935129,0.002784678,0.000527934,0.001859893,0.001009969,0.0003045108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004270479,0.0000652772,0.0001651591,0.0001279439,0.00001950464,0.0001208945,0.0005701074,0.01936862,0.002801535,0.9407828,0.001600445,0.03433493],"study_design_scores_gemma":[0.00007950331,0.0001027858,0.00009956156,0.0001315523,0.00006645241,0.0002464885,0.0002811262,0.2352059,0.00804856,0.717935,0.03775392,0.00004917969],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001489419,0.0000322639,0.9951259,0.0002743679,0.00003298799,0.00006996385,0.00002268815,0.0002212276,0.002731296],"genre_scores_gemma":[0.1018879,0.0001557156,0.8911741,0.0003084416,0.00006427657,0.0004488833,0.0001052805,0.0002539854,0.005601482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007947621,"threshold_uncertainty_score":0.02915967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917906025095204,"score_gpt":0.2740548545161705,"score_spread":0.2348757942652185,"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."}}