{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000495174,0.00066506,0.0003386459,0.0006156299,0.0007780441,0.001312743,0.0007002782,0.001427226,0.01390521],"category_scores_gemma":[0.001939851,0.0002378792,0.0003785491,0.001017587,0.00039323,0.001497864,0.0005536186,0.0006744402,0.002214097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005034536,"about_ca_system_score_gemma":0.0004446028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756262,"about_ca_topic_score_gemma":0.003362181,"domain_scores_codex":[0.9993982,0.0001142947,0.00003455913,0.00007328765,0.0002775311,0.0001019842],"domain_scores_gemma":[0.9991142,0.0004036021,0.0000680369,0.0001727154,0.000183953,0.00005749666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003194854,0.00139806,0.02219005,0.00147437,0.000138524,0.04605417,0.001633106,0.1985413,0.06535482,0.1285015,0.03097391,0.5005452],"study_design_scores_gemma":[0.0004029127,0.001694289,0.01125552,0.0003197925,0.0002533656,0.03347762,0.002379597,0.4019006,0.2609944,0.03364203,0.2535101,0.0001697542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5551935,0.002352688,0.2145746,0.001393714,0.0003662715,0.0004059119,0.0008666253,0.003026448,0.2218202],"genre_scores_gemma":[0.8787936,0.0006882375,0.0705263,0.0002083156,0.00006455096,0.00006779555,0.0002528123,0.0001956061,0.04920281],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01390521,"threshold_uncertainty_score":0.04651749,"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."}}