{"id":"W3033033241","doi":"10.1145/3388617","title":"VTR 8","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Reconfigurable Technology and Systems","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":293,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Toronto","funders":"New Brunswick Innovation Foundation; Semiconductor Research Corporation","keywords":"Computer science; Field-programmable gate array; Verilog; Routing (electronic design automation); Embedded system; Computer architecture; Process (computing); Footprint; Implementation; Design flow; Memory footprint; CAD; Electronic design automation; Computer hardware; Operating system; Software engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006412454,0.0001440863,0.0002173469,0.0002343,0.0001023491,0.00002743022,0.0002064738,0.0002880804,0.00007996885],"category_scores_gemma":[0.00001273083,0.0001408609,0.00003400012,0.000386439,0.00005793764,0.00007970641,0.000001300852,0.0003469572,0.0000967754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000166414,"about_ca_system_score_gemma":0.000006488265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000059984,"about_ca_topic_score_gemma":0.000001482918,"domain_scores_codex":[0.9993493,0.00001463148,0.0001962939,0.0001908531,0.00005560389,0.0001933492],"domain_scores_gemma":[0.9995599,0.00003888609,0.00001823093,0.0002898506,0.00001971162,0.00007336726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006323887,0.0001066876,0.0004956776,0.000983078,0.0005884796,0.00009189886,0.0007807845,0.01134523,0.1216425,0.01643923,0.01075937,0.8367039],"study_design_scores_gemma":[0.001858482,0.001561653,0.0001340717,0.0004331431,0.0001754144,0.0006082713,0.002956776,0.09137698,0.6512625,0.0117706,0.2358291,0.002033],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06466382,0.006737002,0.8749754,0.006157776,0.0009886749,0.001092343,0.00007121055,0.01356607,0.03174773],"genre_scores_gemma":[0.9985615,0.0004600487,0.0004854608,0.00009798873,0.00002288574,0.0001080078,0.000001386975,0.00002516547,0.0002375286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9338977,"threshold_uncertainty_score":0.574414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123967216127599,"score_gpt":0.2098367586667318,"score_spread":0.1885970865054558,"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."}}