{"id":"W7052996512","doi":"","title":"Time series and state space model with generalized
\\nextreme value distributed marginals and α-stable
\\ndistributed errors","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Particle filter; Extreme value theory; Gumbel distribution; Stability (learning theory); Sequential estimation; Monte Carlo method; Series (stratigraphy); Linearization; Estimation theory; State space","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":[0.00159012,0.0007520969,0.0008867359,0.0005920497,0.00034663,0.001549279,0.001224954,0.0009583521,0.001989299],"category_scores_gemma":[0.004019637,0.0003885177,0.001560214,0.0008295841,0.001006339,0.001760365,0.0009761741,0.001710789,0.0003863487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007413374,"about_ca_system_score_gemma":0.0008523631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006291821,"about_ca_topic_score_gemma":0.003668643,"domain_scores_codex":[0.9990078,0.0002282111,0.00005329468,0.0004057873,0.0002052471,0.00009970069],"domain_scores_gemma":[0.9987677,0.000631735,0.0002399895,0.000137911,0.000181781,0.00004081778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000757104,0.00004908865,0.004133457,0.0001111766,0.00013656,0.0002362623,0.0001698825,0.7240885,0.002260261,0.2264113,0.001035766,0.04129197],"study_design_scores_gemma":[0.000003224323,0.00001864125,0.0005709227,0.000006624412,0.0000160915,0.00002417051,0.000009788892,0.9805802,0.0003158822,0.01777866,0.0006630626,0.00001279749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0270485,0.0002623317,0.9706287,0.0002305037,0.00006402382,0.00002250944,0.0001373749,0.0001209969,0.001485038],"genre_scores_gemma":[0.8695779,0.001636858,0.1032007,0.0001895757,0.0002611425,0.0001997986,0.0008881975,0.00007803093,0.02396787],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006291821,"threshold_uncertainty_score":0.01251036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655481812373011,"score_gpt":0.2491940455426112,"score_spread":0.232639227418881,"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."}}