{"id":"W2965762796","doi":"10.11575/prism/36781","title":"A Campus-Level View of DNS Traffic","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005359669,0.0001703187,0.0001898359,0.002044081,0.001152706,0.003688985,0.0004034867,0.0005725414,0.002254778],"category_scores_gemma":[0.001672155,0.000185602,0.0001166057,0.00378814,0.0008547421,0.003187737,0.001429748,0.001229489,0.0007026926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697183,"about_ca_system_score_gemma":0.001019244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02059633,"about_ca_topic_score_gemma":0.03025677,"domain_scores_codex":[0.9994078,0.0001283618,0.00002954987,0.0001096657,0.0001869933,0.0001375767],"domain_scores_gemma":[0.99883,0.0001796499,0.000242024,0.0002180289,0.0003596075,0.0001706083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001716113,0.000132712,0.2424132,0.0001904782,0.00005544669,0.00100437,0.01837603,0.02531035,0.01596096,0.5350432,0.0201529,0.1411888],"study_design_scores_gemma":[0.000004921133,0.00008015276,0.2981987,0.0002874929,0.00003686382,0.001305559,0.02944027,0.08883725,0.009708115,0.07003614,0.5019427,0.0001218732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7099011,0.003527148,0.08137624,0.00441243,0.0001954656,0.00009071516,0.00400128,0.0008055936,0.19569],"genre_scores_gemma":[0.9790055,0.001044758,0.0101799,0.0002027879,0.00007442725,0.00001519197,0.001256673,0.00006400061,0.008156752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02059633,"threshold_uncertainty_score":0.04095286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853008223291242,"score_gpt":0.2865861545171476,"score_spread":0.2580560722842352,"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."}}