{"id":"W3011875640","doi":"10.1145/3337792","title":"Algorithm 1003","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Mathematical Software","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; Office of Naval Research; National Science Foundation","keywords":"Computer science; Graph partition; Theoretical computer science; Parallel computing; Mathematical optimization; Algorithm; Graph; Mathematics","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":[0.0005344941,0.001139243,0.0007363447,0.001133554,0.0009566876,0.001890389,0.001487478,0.001437541,0.131297],"category_scores_gemma":[0.003105484,0.0002989541,0.0007041006,0.001032472,0.0004792799,0.001423424,0.001560899,0.001074603,0.04117789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551577,"about_ca_system_score_gemma":0.002355131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311462,"about_ca_topic_score_gemma":0.005370204,"domain_scores_codex":[0.9993367,0.00009535481,0.00004021015,0.0002479156,0.0001566808,0.000123132],"domain_scores_gemma":[0.9993954,0.0002050964,0.00002862381,0.00015359,0.0001843576,0.00003304738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005378116,0.0002330676,0.001778762,0.0004502301,0.00009887356,0.0001760164,0.0001193163,0.08078257,0.005003432,0.09008608,0.1428046,0.6779293],"study_design_scores_gemma":[0.0005421902,0.0002285235,0.0008288243,0.0001490496,0.0000683922,0.000517513,0.0003298909,0.6063191,0.00977356,0.1898956,0.1912918,0.00005556191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01950269,0.0004641366,0.8404691,0.001468236,0.0006948902,0.001345148,0.00505616,0.009221797,0.1217779],"genre_scores_gemma":[0.1835075,0.0003810186,0.6655592,0.001169684,0.0001904737,0.001684196,0.01212455,0.003273137,0.1321103],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.131297,"threshold_uncertainty_score":0.4392321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343922253111681,"score_gpt":0.2277170211211739,"score_spread":0.2042777985900571,"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."}}