{"id":"W2913409663","doi":"10.1002/9781118535141.ch8","title":"Signal Processing","year":2015,"lang":"en","type":"other","venue":"","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00004851383,0.00008498164,0.0000734615,0.00009525966,0.000008403571,0.0002335324,0.0003480916,0.00003917102,0.0007874122],"category_scores_gemma":[9.795992e-7,0.00006963257,0.00001335087,0.0001216331,0.000007666821,0.0002364811,0.00007447633,0.00002911939,0.0005177128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001263012,"about_ca_system_score_gemma":0.00009912693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001446526,"about_ca_topic_score_gemma":0.000009147126,"domain_scores_codex":[0.9994638,0.000008095485,0.0000707938,0.000169513,0.0001828359,0.0001049731],"domain_scores_gemma":[0.9997358,0.000002277731,0.00004990145,0.0001388172,0.00002198506,0.00005126759],"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":[1.019564e-7,0.000004884726,6.076143e-7,0.000006935083,0.000002142537,0.000001504161,0.00002252423,3.242159e-8,0.00000379333,0.002646554,0.823624,0.1736869],"study_design_scores_gemma":[0.00007199631,0.00002236827,7.418228e-7,0.00002380977,0.000001258766,0.000002737685,0.000003891093,0.00111529,0.00003104487,0.001304193,0.9973179,0.0001048431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.004687e-8,0.00006582351,0.4196461,0.00003070646,0.00004558718,0.00004443306,0.000002029491,0.0002477311,0.5799176],"genre_scores_gemma":[0.00008595945,0.000001138464,0.04049569,0.0002597093,0.0000966506,0.000003740002,0.00001929668,0.00005750712,0.9589803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3791504,"threshold_uncertainty_score":0.8621611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724401026453655,"score_gpt":0.2923757935239095,"score_spread":0.2451317832593729,"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."}}