{"id":"W4383067313","doi":"10.1093/comnet/cnad024","title":"PageRank centrality with non-local random walk-based teleportation","year":2023,"lang":"en","type":"article","venue":"Journal of Complex Networks","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Centrality; PageRank; Computer science; Katz centrality; Network science; Random walk; Measure (data warehouse); Theoretical computer science; Teleportation; Network theory; Flexibility (engineering); Node (physics); Complex network; Data mining; Quantum entanglement; Mathematics; World Wide Web; Physics; Quantum","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":[0.003251544,0.0009172558,0.001321997,0.003661047,0.0011614,0.002741733,0.001318434,0.001337202,0.003446622],"category_scores_gemma":[0.02297513,0.0003040637,0.0005562269,0.003595652,0.001717544,0.004359974,0.001796455,0.001159979,0.000628158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733314,"about_ca_system_score_gemma":0.0007708883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557978,"about_ca_topic_score_gemma":0.003157488,"domain_scores_codex":[0.9941779,0.002852499,0.00021062,0.0009516499,0.001470653,0.0003366366],"domain_scores_gemma":[0.9706777,0.01995442,0.003028475,0.003216664,0.002130956,0.0009918488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007545789,0.000486878,0.0150896,0.0004887265,0.0002724606,0.0005918582,0.0005981291,0.6817957,0.009926938,0.1660425,0.006083361,0.1178694],"study_design_scores_gemma":[0.00003976272,0.0001697252,0.001883553,0.00002079454,0.0000311864,0.0002874606,0.00009131825,0.9445652,0.002613858,0.04910899,0.001144143,0.00004406742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.349647,0.001100358,0.6360728,0.0008339392,0.0002251749,0.0002693107,0.0006312596,0.001513245,0.009707014],"genre_scores_gemma":[0.960541,0.0001247796,0.03758652,0.00004092203,0.00006877066,0.00006986503,0.0002080333,0.00006784414,0.001292179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003661047,"threshold_uncertainty_score":0.017196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279907006304856,"score_gpt":0.2633192313849608,"score_spread":0.2505201613219122,"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."}}