{"id":"W2150475116","doi":"10.1109/ipdps.2007.370577","title":"Incorporating Latency in Heterogeneous Graph Partitioning","year":2007,"lang":"en","type":"article","venue":"","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Polygon mesh; Parallel computing; Latency (audio); Graph partition; Bandwidth (computing); Distributed computing; Graph; Theoretical computer science; 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":[0.0006486215,0.00005902768,0.00007729403,0.000116811,0.00006896959,0.00008206747,0.00018737,0.00003802067,0.00001877154],"category_scores_gemma":[0.00000922968,0.00005215725,0.00003334023,0.0003687089,0.000009310235,0.0002279795,0.00004956714,0.00007327691,0.00003570971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002424439,"about_ca_system_score_gemma":0.000009106643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567142,"about_ca_topic_score_gemma":0.0009413647,"domain_scores_codex":[0.9992325,0.00002909522,0.0002684018,0.0001735347,0.00009799474,0.0001984472],"domain_scores_gemma":[0.9996614,0.00004431172,0.00005565077,0.0001624013,0.00003405585,0.00004214231],"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":[0.00000903403,0.0001035375,0.09156648,0.00001650266,0.00001677256,0.0003560875,0.001539291,0.02119961,0.001352994,0.8462849,0.000691251,0.03686351],"study_design_scores_gemma":[0.001089449,0.0003426574,0.02327975,0.0002276988,0.000002994048,0.0004715369,0.0004283822,0.8731687,0.01245489,0.08491062,0.002692854,0.0009304867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.144435,0.0000331239,0.8345836,0.00008844843,0.0005049429,0.0000579666,4.34374e-8,0.0001090098,0.02018786],"genre_scores_gemma":[0.9916933,9.620665e-7,0.007795875,0.0002302764,0.00007320542,0.000003703571,3.925977e-7,0.000003108632,0.000199167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8519691,"threshold_uncertainty_score":0.2126911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527742610058584,"score_gpt":0.2395786952111069,"score_spread":0.2243012691105211,"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."}}