{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004883002,0.001301914,0.001428308,0.001323533,0.001518272,0.004930269,0.002460871,0.001655372,0.01884796],"category_scores_gemma":[0.02542396,0.0009029434,0.0008798598,0.002159103,0.001986353,0.01615037,0.003791563,0.00327239,0.01106077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109716,"about_ca_system_score_gemma":0.001829925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661006,"about_ca_topic_score_gemma":0.004310605,"domain_scores_codex":[0.9942502,0.001574795,0.0003784937,0.001332965,0.00198423,0.0004793578],"domain_scores_gemma":[0.9828326,0.003380666,0.0008282046,0.01023262,0.002257742,0.0004681146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006518448,0.0002232578,0.002675678,0.0008665344,0.0002068054,0.0002010872,0.000570634,0.02343804,0.01055313,0.2460338,0.1165503,0.5980288],"study_design_scores_gemma":[0.000332388,0.0003615809,0.0009220293,0.0002381629,0.0001429707,0.0006468007,0.0003878688,0.1458845,0.01689357,0.6284521,0.2055888,0.0001493519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01630189,0.002342595,0.9364424,0.004946621,0.001367332,0.0001211518,0.0008258807,0.01848826,0.01916388],"genre_scores_gemma":[0.2819238,0.002207143,0.6675321,0.003603259,0.001540056,0.0002559927,0.002175549,0.006100905,0.03466114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01884796,"threshold_uncertainty_score":0.06305277,"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."}}