{"id":"W7043354541","doi":"","title":"Stationary state space models for longitudinal data","year":2007,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"State space; State (computer science); Space (punctuation); Noise (video); Kalman filter; Stability (learning theory)","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":[0.01701163,0.001713557,0.003385696,0.003091055,0.0009389342,0.003290748,0.004089367,0.003515645,0.008370232],"category_scores_gemma":[0.07005685,0.002207557,0.003003433,0.00322392,0.002724003,0.00487529,0.002855422,0.005494486,0.002351298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000571,"about_ca_system_score_gemma":0.003165049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203857,"about_ca_topic_score_gemma":0.008640873,"domain_scores_codex":[0.9924368,0.004682262,0.0003962701,0.001500313,0.000524457,0.0004599746],"domain_scores_gemma":[0.9204668,0.07038886,0.002938346,0.003495737,0.001999446,0.0007108383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005632191,0.0001900373,0.006879169,0.0004348946,0.0006901671,0.0002684355,0.0006144501,0.4977756,0.0006113551,0.4369422,0.004793365,0.0502371],"study_design_scores_gemma":[0.0000573272,0.0000556461,0.0008413919,0.0000530834,0.00009346604,0.00004774694,0.00005080372,0.7718982,0.0001466168,0.2250911,0.00162489,0.00003980331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01407381,0.001094011,0.9821312,0.0007761598,0.0001326127,0.00006414638,0.000844023,0.0003391674,0.0005448965],"genre_scores_gemma":[0.6505694,0.00601277,0.2977983,0.0006260854,0.0008074882,0.001986365,0.0125072,0.0005930702,0.02909929],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01701163,"threshold_uncertainty_score":0.08996713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2201836143632112,"score_gpt":0.3753666988872434,"score_spread":0.1551830845240323,"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."}}