{"id":"W4408092675","doi":"10.1109/hipcw63042.2024.00049","title":"Accelerated Multilevel Graph Partitioning on GPUs","year":2024,"lang":"en","type":"article","venue":"","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Parallel computing; Graph; Graph partition; Theoretical computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575126,0.00008339884,0.00005961174,0.0001264347,0.0001096553,0.0003611868,0.0002961654,0.00002947062,0.000127834],"category_scores_gemma":[0.00000895993,0.00006435848,0.00005524307,0.0004425084,0.00002169071,0.0003639966,0.000052695,0.0001091231,0.0004984544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007517887,"about_ca_system_score_gemma":0.00001683826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005445805,"about_ca_topic_score_gemma":7.894095e-7,"domain_scores_codex":[0.9993086,0.00003239999,0.00009816699,0.0002723299,0.0001168056,0.000171623],"domain_scores_gemma":[0.9996111,0.0000845668,0.000009227526,0.0002170811,0.00002243554,0.00005556906],"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":[0.000001278324,0.0000251007,0.00001456034,0.000005479377,0.00001236623,0.00004263241,0.0002268576,0.000167329,0.000549652,0.9262061,0.001216343,0.07153235],"study_design_scores_gemma":[0.0002369204,0.0001402065,0.001451521,0.0001149374,0.000005496252,0.00002727463,0.00003448398,0.5821019,0.04124546,0.3666205,0.007677021,0.0003441883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03002293,0.0001086961,0.9467055,0.0007560205,0.001198582,0.00008103427,0.000002526898,0.001095936,0.02002881],"genre_scores_gemma":[0.9886283,0.00000502197,0.009219522,0.0004887745,0.00004788287,0.00001145214,0.000001927542,0.000005493215,0.001591642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9586053,"threshold_uncertainty_score":0.6406789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455956246273204,"score_gpt":0.2733290310598424,"score_spread":0.2387694685971104,"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."}}