{"id":"W4212915184","doi":"10.1109/ia354616.2021.00011","title":"No More Leaky PageRank","year":2021,"lang":"en","type":"article","venue":"","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"PageRank; Computer science; Asynchronous communication; Implementation; Computation; Theoretical computer science; Graph; Normalization (sociology); Parallel computing; Algorithm; Programming language; Computer network","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":[],"consensus_categories":[],"category_scores_codex":[0.00008928407,0.000051849,0.00005853782,0.00001921283,0.00006203935,0.00008442831,0.0003088342,0.00002059168,0.0003065699],"category_scores_gemma":[0.00001771993,0.00004285605,0.00004747398,0.0002293949,0.0000186206,0.0001989213,0.0001300739,0.00005610794,0.0005406489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000297473,"about_ca_system_score_gemma":0.00002441936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002015449,"about_ca_topic_score_gemma":8.157804e-7,"domain_scores_codex":[0.99949,0.00002943295,0.00006537348,0.000188892,0.00009694984,0.0001293422],"domain_scores_gemma":[0.9994962,0.00003268185,0.00001033573,0.0003494028,0.00006391075,0.00004753192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001001294,0.00005763187,0.0001054041,0.000005873851,0.00001259506,0.0002110671,0.0002884207,0.0000163778,0.004332821,0.9507549,0.004284208,0.03992973],"study_design_scores_gemma":[0.001307574,0.0001426831,0.00562281,0.00004440004,0.00001274724,0.0003373178,0.0002894298,0.1182216,0.2006597,0.3142776,0.3579912,0.001092933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007671952,0.0001285621,0.8373235,0.002014869,0.0007501268,0.00003294861,7.570243e-7,0.0002572395,0.1518201],"genre_scores_gemma":[0.575947,0.00003065736,0.2973518,0.009148538,0.000261303,0.000009601952,0.000004941595,0.00001254675,0.1172335],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6364772,"threshold_uncertainty_score":0.6949128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009707274234602124,"score_gpt":0.2247611126339711,"score_spread":0.215053838399369,"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."}}