{"id":"W4407871925","doi":"10.1007/978-981-96-1078-5_5","title":"Aliasing and Leakage","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Leakage (economics); Aliasing; Computer science; Artificial intelligence; Economics","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":[0.0001676593,0.001022905,0.0006816579,0.0008171872,0.0007778295,0.003015979,0.0007744834,0.001413004,0.04186315],"category_scores_gemma":[0.0007365496,0.0004859806,0.000382046,0.0009757353,0.001161981,0.002503075,0.00103823,0.001595779,0.02600241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007903968,"about_ca_system_score_gemma":0.0004909592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006479819,"about_ca_topic_score_gemma":0.001011552,"domain_scores_codex":[0.9997426,0.00002828349,0.000007155989,0.0000507192,0.0001462597,0.00002498538],"domain_scores_gemma":[0.9998072,0.00005790496,0.00001227943,0.0000523958,0.00006058453,0.000009660358],"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":[0.00006561978,0.00004019854,0.0001258061,0.000352463,0.00002010164,0.0002284825,0.0004733773,0.001769101,0.01619108,0.3460124,0.08736914,0.5473523],"study_design_scores_gemma":[0.000005340939,0.00004415685,0.0002496146,0.0001700823,0.0000233203,0.0008751179,0.0001254713,0.003116836,0.008547341,0.1268048,0.8600167,0.00002129385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002481953,0.02674814,0.1950408,0.001322052,0.001594167,0.0000395548,0.0001045404,0.001208575,0.7714602],"genre_scores_gemma":[0.02288046,0.01078516,0.01474568,0.0008080734,0.0005659834,0.00003734217,0.00009170606,0.0004427788,0.9496428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04186315,"threshold_uncertainty_score":0.1400462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653983094223931,"score_gpt":0.2543985222306164,"score_spread":0.2178586912883771,"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."}}