{"id":"W1499360475","doi":"10.1109/ccece.1996.548246","title":"Singularity processing of nonstationary signals","year":2002,"lang":"en","type":"article","venue":"","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Singularity; Multifractal system; Fractal; Signal processing; Nonlinear system; Measure (data warehouse); Chaotic; Computer science; SIGNAL (programming language); Perturbation (astronomy); Detection theory; Mathematics; Statistical physics; Artificial intelligence; Mathematical analysis; Physics; Data mining; Digital signal processing; Detector; Telecommunications","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":[0.0005501282,0.0004756158,0.0006196913,0.001149954,0.0003233344,0.0007718296,0.0005531798,0.0004688534,0.001125418],"category_scores_gemma":[0.002774588,0.0001564401,0.0005588543,0.0007218018,0.0008138756,0.001368163,0.0007234459,0.0008274916,0.0003590367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701696,"about_ca_system_score_gemma":0.0001676034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002691271,"about_ca_topic_score_gemma":0.0002208029,"domain_scores_codex":[0.9996285,0.0000729582,0.0000261811,0.00009557305,0.0001464283,0.00003021711],"domain_scores_gemma":[0.9988952,0.0005301637,0.0001787275,0.0001364601,0.0001942012,0.00006527614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004468144,0.00006551152,0.003773181,0.0005639666,0.0001763526,0.001753665,0.001301112,0.09118649,0.258518,0.2467422,0.002386063,0.3930866],"study_design_scores_gemma":[0.00002431412,0.0003428819,0.006216327,0.0000495659,0.00007815665,0.001839977,0.0002437389,0.7061095,0.06072986,0.2105405,0.0137204,0.0001047408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04588454,0.000912771,0.95085,0.0001367234,0.00008158109,0.00001833076,0.00004778939,0.0002535314,0.001814721],"genre_scores_gemma":[0.6477962,0.001668209,0.3466918,0.0001725243,0.0003760448,0.00003907736,0.0002168028,0.0001492807,0.002890037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001149954,"threshold_uncertainty_score":0.003764927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630534585617999,"score_gpt":0.242232798105506,"score_spread":0.2259274522493261,"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."}}