{"id":"W2301743601","doi":"10.14778/2904483.2904486","title":"Leopard","year":2016,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graph partition; Computer science; Graph; Space partitioning; Vertex (graph theory); Algorithm; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004165445,0.0007336564,0.0005107598,0.001020997,0.0009231182,0.001741742,0.001660209,0.0008015404,0.05232141],"category_scores_gemma":[0.001090623,0.0004097563,0.000541923,0.00080649,0.0004008535,0.001635468,0.001724607,0.001022017,0.02448227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007756401,"about_ca_system_score_gemma":0.0008213957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020869,"about_ca_topic_score_gemma":0.005101326,"domain_scores_codex":[0.9994909,0.00004982489,0.00002531981,0.0001331683,0.0002393183,0.00006142884],"domain_scores_gemma":[0.9995421,0.00006643276,0.00002120512,0.0001831965,0.0001367425,0.00005031278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005969793,0.0001310079,0.001340573,0.0003632906,0.00005307454,0.0004232337,0.0002456598,0.01593347,0.02990586,0.05783994,0.1391491,0.7540178],"study_design_scores_gemma":[0.00008980252,0.0001861433,0.001111761,0.00007617205,0.00002793968,0.0007978191,0.0001244092,0.08816254,0.02427983,0.01729182,0.8677877,0.00006403474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01725239,0.001563006,0.6695555,0.001018135,0.0009159789,0.0004892748,0.002886362,0.05155236,0.254767],"genre_scores_gemma":[0.155492,0.001264074,0.5487882,0.0008712166,0.0001595604,0.0004044976,0.01001806,0.006759912,0.2762425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05232141,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005755987320689607,"score_gpt":0.165789516692164,"score_spread":0.1600335293714744,"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."}}