{"id":"W4389166808","doi":"10.1109/iccad57390.2023.10323739","title":"Invited Paper: RapidWright: Unleashing the Full Power of FPGA Technology with Domain-Specific Tooling","year":2023,"lang":"en","type":"article","venue":"","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Field-programmable gate array; Computer science; Implementation; Leverage (statistics); Compiler; Flexibility (engineering); Computer architecture; Embedded system; Domain (mathematical analysis); Compile time; Predictability; Variety (cybernetics); Quality (philosophy); Software engineering; Operating system; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004549077,0.0001393234,0.0001815706,0.0002942146,0.0002482323,0.000101038,0.001082024,0.00007448436,0.00002272827],"category_scores_gemma":[0.00002953725,0.00008024078,0.00005068335,0.002669907,0.0001422417,0.0003030314,0.0002613701,0.0002193767,0.00005177066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000178654,"about_ca_system_score_gemma":0.00002451404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001087103,"about_ca_topic_score_gemma":0.00002114502,"domain_scores_codex":[0.9986902,0.00004299395,0.0002583546,0.0003526401,0.0002734286,0.000382331],"domain_scores_gemma":[0.9988305,0.0002293145,0.0001086644,0.0006925281,0.00009489538,0.00004412018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003666337,0.00008893643,0.005675689,0.00003528009,0.0001038303,0.0002420591,0.005024472,0.0009282983,0.09592762,0.684752,0.00624552,0.2009726],"study_design_scores_gemma":[0.006180544,0.002555079,0.03175223,0.001480892,0.00007400621,0.001701467,0.02751134,0.04926885,0.08981945,0.2990679,0.486347,0.004241284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3995927,0.0003149169,0.5732807,0.01847982,0.0002201914,0.0002211325,0.000001180449,0.001426243,0.006463097],"genre_scores_gemma":[0.9911882,0.00001768016,0.007885962,0.0007807672,0.00003594377,0.000008713881,0.000001211715,0.00001304297,0.00006853433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5915954,"threshold_uncertainty_score":0.3272124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431978993756365,"score_gpt":0.207662455883179,"score_spread":0.1933426659456153,"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."}}