{"id":"W3020914031","doi":"10.1016/b978-012279670-8.50005-7","title":"LINEAR FILTERS","year":2002,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Mathematics","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":[0.0002353727,0.001638458,0.001258783,0.001309492,0.0005299664,0.00226024,0.0008694569,0.001163212,0.1820261],"category_scores_gemma":[0.00064601,0.0007091005,0.0005294792,0.002442974,0.0005919927,0.002232388,0.0009545957,0.001646821,0.1579514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970687,"about_ca_system_score_gemma":0.0004654098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563114,"about_ca_topic_score_gemma":0.00244579,"domain_scores_codex":[0.999708,0.00001861928,0.00001087832,0.00007080247,0.0001720709,0.00001962524],"domain_scores_gemma":[0.9997491,0.00007079491,0.00001261924,0.00006940648,0.00008143737,0.00001668085],"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":[0.00004139473,0.00004034449,0.00007975285,0.0003338623,0.00002564491,0.00007584588,0.00009600132,0.002052373,0.005215683,0.03720816,0.2409358,0.7138951],"study_design_scores_gemma":[0.00001417204,0.00004086912,0.0003513634,0.000160414,0.00003577709,0.0002822407,0.00003967526,0.006782798,0.003926902,0.03171696,0.9566251,0.00002369231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001548828,0.01495296,0.184697,0.0008515333,0.001660437,0.00004601217,0.0008082638,0.00529876,0.7901363],"genre_scores_gemma":[0.006900126,0.005315736,0.0178262,0.0001873859,0.0004097231,0.00003645232,0.0007126743,0.0006829903,0.9679288],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1820261,"threshold_uncertainty_score":0.608938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912772207712019,"score_gpt":0.2451329791630892,"score_spread":0.216005257085969,"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."}}