{"id":"W2038971143","doi":"10.1109/aspdac.2015.7059031","title":"Generating circuit current constraints to guarantee power grid safety","year":2015,"lang":"en","type":"article","venue":"","topic":"Low-power high-performance VLSI design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Floorplan; Grid; Key (lock); Power (physics); Distributed computing; Reliability engineering; Computer engineering; Electronic engineering; Embedded system; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003238558,0.0002354893,0.0002238033,0.0001238272,0.00005513843,0.00006383609,0.0002299431,0.00006679375,0.0005023474],"category_scores_gemma":[0.00004518413,0.0002167859,0.00005131669,0.0002513606,0.00003965956,0.0002295342,0.00004631571,0.0002026481,0.001660126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827558,"about_ca_system_score_gemma":0.00006354641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005212484,"about_ca_topic_score_gemma":0.000006980364,"domain_scores_codex":[0.9986174,0.00002020713,0.0003548318,0.0002388632,0.0003055538,0.0004631763],"domain_scores_gemma":[0.9992976,0.00002603171,0.00002081204,0.0003297434,0.00009147279,0.0002344016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004413662,0.0001504101,0.002875608,0.0001485803,0.0002036119,0.0000696865,0.006715489,0.3851213,0.03915001,0.009712144,0.3421099,0.2136991],"study_design_scores_gemma":[0.005797024,0.000572647,0.003166327,0.0004304616,0.00008694986,0.0002224132,0.001475023,0.2921071,0.06391842,0.0005681845,0.627566,0.004089437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5819022,0.0009695434,0.2889818,0.0001726269,0.01085326,0.000867661,0.00006358449,0.001913253,0.1142761],"genre_scores_gemma":[0.9955021,0.00002539063,0.003632622,0.0001929526,0.000366872,0.00002184959,0.00001175088,0.0000517318,0.000194704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4135999,"threshold_uncertainty_score":0.9991172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763861286889812,"score_gpt":0.236078655534404,"score_spread":0.2084400426655058,"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."}}