{"id":"W7140848240","doi":"10.1109/fpl68686.2025.00032","title":"Programmable Congestion Generator for Evaluating FPGA Interconnect Robustness","year":2025,"lang":"","type":"article","venue":"","topic":"Low-power high-performance VLSI design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Robustness (evolution); Field-programmable gate array; Interconnection; Generator (circuit theory); Simple programmable logic device","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":[0.001266201,0.0007554837,0.0001801509,0.001054778,0.0001925849,0.0003523395,0.0007739928,0.0003283322,0.001708968],"category_scores_gemma":[0.004601239,0.000166986,0.0001681114,0.0005993251,0.0004325422,0.0005549428,0.0004425752,0.0003876873,0.0001196606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903474,"about_ca_system_score_gemma":0.0004506898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006247369,"about_ca_topic_score_gemma":0.0008712047,"domain_scores_codex":[0.9992175,0.000259005,0.00004838147,0.00009274614,0.0003161874,0.00006622372],"domain_scores_gemma":[0.9971126,0.001441341,0.0005411333,0.0005013574,0.0003232173,0.000080401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006446378,0.0004981137,0.01815323,0.0006035114,0.0001264734,0.0004322136,0.0002288568,0.5541469,0.2665862,0.02251983,0.002938691,0.1331212],"study_design_scores_gemma":[0.00007739698,0.002031743,0.007326444,0.00003142511,0.00004200543,0.0001934394,0.00008394074,0.7670627,0.2163698,0.004035409,0.002699804,0.00004583595],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6587377,0.0003508983,0.3289813,0.0001249307,0.00009002088,0.0004395495,0.001187825,0.003205325,0.006882475],"genre_scores_gemma":[0.9303799,0.00007062805,0.06831402,0.00003045527,0.000008562706,0.0002000307,0.0003652538,0.0001203565,0.0005107455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708968,"threshold_uncertainty_score":0.006696343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020790534412812,"score_gpt":0.3013866580969649,"score_spread":0.2711787527528368,"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."}}