{"id":"W4200510713","doi":"10.1109/tcsi.2021.3125910","title":"IEEE Transactions on Circuits and Systems—I:Regular Papers publication information","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Regular Papers","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Computer science; Electronic circuit; Information retrieval; Engineering; Electrical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003154275,0.0004322119,0.0004635351,0.0006380629,0.0005046815,0.0003312272,0.0001529073,0.000513198,0.00003398278],"category_scores_gemma":[0.00002340167,0.0004670295,0.000123749,0.0009024582,0.0001109713,0.0005738215,6.457308e-7,0.0005921252,0.00003556045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207729,"about_ca_system_score_gemma":0.00009043889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003166843,"about_ca_topic_score_gemma":0.00001710811,"domain_scores_codex":[0.997889,0.00008253504,0.0007177569,0.000434439,0.0004122855,0.000463996],"domain_scores_gemma":[0.9986135,0.0001185768,0.0001050307,0.0006275732,0.0002495857,0.0002857747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008697986,0.0001880868,0.00001647856,0.001594742,0.001037923,0.00002726471,0.00140356,0.7033263,0.1040533,0.007827274,0.001022069,0.1794942],"study_design_scores_gemma":[0.009544591,0.001158366,0.001396643,0.004083008,0.001648881,0.004288697,0.01570136,0.5311473,0.146713,0.0001506556,0.2774516,0.006715916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06578209,0.0016653,0.9111381,0.0008483661,0.005137799,0.001368099,0.0004290784,0.002404778,0.01122636],"genre_scores_gemma":[0.9976082,0.0005863744,0.0000348742,0.0001166169,0.00005969551,0.0003369164,0.00004228083,0.00007089809,0.001144125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9318261,"threshold_uncertainty_score":0.9997782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046408392098696,"score_gpt":0.1885717335305707,"score_spread":0.1781076496095837,"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."}}