{"id":"W4245355198","doi":"10.22215/etd/2016-11362","title":"Network Decontamination from Black Viruses","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Node (physics); Network topology; Protocol (science); Computer science; Distributed computing; Hypercube; Human decontamination; Process (computing); A priori and a posteriori; Computer network; Theoretical computer science; Topology (electrical circuits); Mathematics; Combinatorics; Engineering; Parallel computing; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000149793,0.0001668547,0.0001711149,0.00008934525,0.0001016699,0.0002472304,0.0006992777,0.0001938463,0.0009204862],"category_scores_gemma":[0.00003625404,0.0001277631,0.000058199,0.00019032,0.0000136772,0.0004774948,0.0000541596,0.0001171396,0.001080028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004134543,"about_ca_system_score_gemma":0.0001175916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007122376,"about_ca_topic_score_gemma":0.0003822596,"domain_scores_codex":[0.9987336,0.00006889435,0.0002545261,0.0004053298,0.0002988502,0.0002388275],"domain_scores_gemma":[0.999033,0.0001426109,0.000146794,0.0004080983,0.0001879065,0.0000816156],"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":[0.00004960484,0.0001374851,0.0007425225,0.00007092569,0.0001691981,0.00001530651,0.003558209,0.001486349,0.0007778472,0.4441283,0.1932016,0.3556627],"study_design_scores_gemma":[0.003604009,0.0004265909,0.02841539,0.001536463,0.00009143224,0.000002226244,0.0004805808,0.2614676,0.01155733,0.4083402,0.2801812,0.003896923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001015131,0.0001365108,0.796425,0.0003385805,0.0013821,0.0002804178,0.00000694447,0.0003153263,0.2001],"genre_scores_gemma":[0.08681013,0.001122307,0.2904383,0.007179845,0.002387875,0.0002119394,0.002326978,0.0001608411,0.6093618],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5059867,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311641247477367,"score_gpt":0.2835354239136898,"score_spread":0.2604190114389161,"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."}}