{"id":"W1598286413","doi":"10.1002/9780470932025.ch14","title":"Case Study: Multirate Decimators and Interpolators","year":2011,"lang":"en","type":"other","venue":"","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Polyphase system; Mathematics; Graph; Implementation; Algorithm; Arithmetic; Computer science; Discrete mathematics; Electronic engineering; Engineering; Programming language","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":[0.00004816311,0.0002346895,0.0002280534,0.0002266287,0.00001274584,0.00002122064,0.0000757739,0.0001855481,0.001262622],"category_scores_gemma":[0.000002385236,0.0001995741,0.00002733134,0.00005067971,0.00002088953,0.00002640599,0.00003605818,0.0001355631,0.00007207182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497832,"about_ca_system_score_gemma":0.000003591123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009043363,"about_ca_topic_score_gemma":0.0005348637,"domain_scores_codex":[0.9995139,0.00001229556,0.0001277709,0.000163163,0.0000466642,0.0001362331],"domain_scores_gemma":[0.9996735,0.000008552008,0.00002185623,0.0002227004,0.000005091367,0.00006826433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000020835,0.00008553349,0.002562551,0.0002053209,0.0003764507,0.005394012,0.001416792,4.215456e-7,0.00005498839,0.0001920406,0.9580243,0.03168546],"study_design_scores_gemma":[0.001931442,0.0007682739,0.0001458691,0.000674494,0.0004820504,0.007618094,0.004842639,0.004805606,0.002454405,0.0002800685,0.9714535,0.004543492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006245081,0.000713481,0.0110457,3.436597e-7,0.000296622,0.0006150071,0.00001184289,0.004276558,0.9767954],"genre_scores_gemma":[0.6702749,0.0002572321,0.008781897,0.0000248084,0.0001484227,0.00009471153,0.000003040912,0.001411892,0.3190031],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6640298,"threshold_uncertainty_score":0.9996504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827571699822573,"score_gpt":0.2255975594660052,"score_spread":0.2073218424677795,"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."}}