{"id":"W2897505503","doi":"10.1145/3233244","title":"GPlace3.0","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Design Automation of Electronic Systems","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Field-programmable gate array; Router; Parallel computing; Routing (electronic design automation); Reduction (mathematics); Benchmark (surveying); Embedded system; Computer engineering; Algorithm; Computer network; Mathematics","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":[0.0007099829,0.001341921,0.0004056606,0.0008517446,0.0003189699,0.001124733,0.002158085,0.0007306329,0.0340159],"category_scores_gemma":[0.001653088,0.0007106223,0.0005951049,0.0006887705,0.0003526693,0.0009507725,0.0009099672,0.001202172,0.01191132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687873,"about_ca_system_score_gemma":0.001242236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042696,"about_ca_topic_score_gemma":0.004646997,"domain_scores_codex":[0.9996351,0.00004372491,0.00002040853,0.0000700625,0.0001809927,0.00004973219],"domain_scores_gemma":[0.9996102,0.0001042296,0.0000490392,0.0000919037,0.0001215627,0.00002302616],"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":[0.0007142699,0.0001507481,0.002151259,0.0009961431,0.0001569649,0.0002835869,0.0002524852,0.1152128,0.02979289,0.02934027,0.346475,0.4744735],"study_design_scores_gemma":[0.0004788346,0.0005763095,0.001418755,0.0001109682,0.00005612045,0.0005397095,0.00007845394,0.5196009,0.05116452,0.01619028,0.4096885,0.00009658728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0216772,0.001077122,0.6697404,0.0004578813,0.0003615685,0.0005656296,0.005296599,0.2413104,0.0595131],"genre_scores_gemma":[0.1590416,0.001174255,0.7286239,0.0007511891,0.00008125835,0.000873356,0.02019743,0.0259737,0.06328338],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0340159,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641232852791342,"score_gpt":0.232863703928349,"score_spread":0.2164513754004356,"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."}}