{"id":"W3166559827","doi":"10.1109/mcas.2021.3071607","title":"FPGA Architecture: Principles and Progression","year":2021,"lang":"en","type":"article","venue":"IEEE Circuits and Systems Magazine","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute; University of Toronto","funders":"Vector Institute","keywords":"Reconfigurability; Field-programmable gate array; Computer architecture; Reconfigurable computing; Embedded system; Computer science; Architecture; Key (lock); Process (computing); Telecommunications; Operating system","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":[0.0001441055,0.0001532386,0.0002273548,0.00005942488,0.00005727411,0.0001115624,0.00004991549,0.00009708544,0.000006950193],"category_scores_gemma":[0.00001399374,0.0001291928,0.00002340526,0.0001034444,0.00003348688,0.00006281229,0.00001952,0.00013016,0.000007927736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001367112,"about_ca_system_score_gemma":0.00001181919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002022231,"about_ca_topic_score_gemma":0.00000488561,"domain_scores_codex":[0.9992262,0.00003527014,0.0002079758,0.0002083527,0.0001243818,0.0001978021],"domain_scores_gemma":[0.9996157,0.00003118527,0.0000270651,0.0001810479,0.00004271512,0.0001022316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004070387,0.00005338854,0.002953096,0.002474265,0.0001139077,0.0003597046,0.0008572116,0.001355761,0.5781508,0.002081599,0.006079667,0.4055165],"study_design_scores_gemma":[0.002755191,0.0005036798,0.03644855,0.00355122,0.000188323,0.005589879,0.0003061128,0.06439535,0.234219,0.001937882,0.6472826,0.002822223],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7394922,0.07114468,0.1334575,0.0001966038,0.002133702,0.001265444,0.00006712366,0.002416207,0.04982655],"genre_scores_gemma":[0.998244,0.0005231958,0.000184412,0.00001778352,0.000186056,0.00003790695,0.000006514831,0.00003057913,0.0007694887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6412029,"threshold_uncertainty_score":0.5268331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337800119548627,"score_gpt":0.2348529428261991,"score_spread":0.2114749416307129,"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."}}