{"id":"W83901899","doi":"","title":"Reverse centrality queries in complex networks","year":2009,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Centrality; Computer science; Complex network; Information retrieval; Data science; World Wide Web; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004335094,0.0008712279,0.00122274,0.002932554,0.001501009,0.004844982,0.001456428,0.001632771,0.00310519],"category_scores_gemma":[0.04025072,0.0006223337,0.0008030013,0.005309394,0.002128026,0.01060784,0.003110513,0.003042616,0.0009335419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851346,"about_ca_system_score_gemma":0.001020147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483843,"about_ca_topic_score_gemma":0.002565288,"domain_scores_codex":[0.9924895,0.002932187,0.000519212,0.001399774,0.00240494,0.0002545353],"domain_scores_gemma":[0.9659257,0.02730832,0.0017862,0.002469186,0.00202955,0.0004809688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004193914,0.0001727788,0.007241488,0.0008545706,0.0001491598,0.0007259549,0.002026192,0.1502298,0.009004008,0.5652822,0.02686787,0.2370266],"study_design_scores_gemma":[0.00004548073,0.00005480903,0.0006503996,0.00004987217,0.00003363114,0.0005699968,0.0006066873,0.4552378,0.003647555,0.5200417,0.01901971,0.00004231022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04573648,0.002335014,0.9391751,0.003333262,0.0001296762,0.0002100776,0.001167031,0.001030385,0.006882979],"genre_scores_gemma":[0.5587415,0.00326425,0.4275142,0.001012407,0.0006112868,0.0005920248,0.003114784,0.000491665,0.004657937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004844982,"threshold_uncertainty_score":0.02292645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236855080216286,"score_gpt":0.2375767193365007,"score_spread":0.2252081685343378,"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."}}