{"id":"W4241856986","doi":"10.1007/978-1-4614-5491-5_200160","title":"Mean Filter","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004172682,0.001120847,0.0009991355,0.00116508,0.000755176,0.001662439,0.00106802,0.001423028,0.03942971],"category_scores_gemma":[0.001230404,0.0004869419,0.0007386249,0.001264525,0.0007020296,0.001876381,0.001024971,0.001600237,0.03190594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000783272,"about_ca_system_score_gemma":0.0009294403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590235,"about_ca_topic_score_gemma":0.003703589,"domain_scores_codex":[0.9995006,0.00003229701,0.00001269949,0.000187743,0.0002323416,0.00003426977],"domain_scores_gemma":[0.9996557,0.00007783016,0.00001592972,0.0000818662,0.0001530314,0.00001554371],"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":[0.00009521214,0.00003568399,0.0001390573,0.0001813132,0.00004368443,0.00004273341,0.00005442882,0.007081769,0.01557443,0.0702436,0.08040527,0.8261029],"study_design_scores_gemma":[0.00003381949,0.0001218481,0.001116249,0.0001281168,0.0001251633,0.0005935474,0.00006685826,0.1609972,0.04837927,0.1171938,0.6711252,0.000118866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009592143,0.00208866,0.9451581,0.0004033874,0.0008680427,0.00003242517,0.0002371572,0.003244237,0.04700883],"genre_scores_gemma":[0.04537717,0.005790742,0.4975554,0.001131754,0.001438893,0.0001462419,0.001698122,0.002084323,0.4447773],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03942971,"threshold_uncertainty_score":0.1319056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05269651718930649,"score_gpt":0.2032427532776587,"score_spread":0.1505462360883522,"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."}}