{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005097103,0.0002768904,0.0006041454,0.0005343485,0.0005987602,0.00002351693,0.001840616,0.0002235778,0.004060327],"category_scores_gemma":[0.0008340981,0.0003395008,0.0002176219,0.0006444419,0.001354014,0.0003159515,0.001020776,0.0005087568,0.0002406498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008323495,"about_ca_system_score_gemma":0.0003729963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272166,"about_ca_topic_score_gemma":0.002865341,"domain_scores_codex":[0.9963803,0.0003478102,0.000365763,0.0007867776,0.001302512,0.0008168865],"domain_scores_gemma":[0.9938557,0.002889262,0.0004694183,0.001139284,0.001244344,0.0004020439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.03219959,0.006673939,0.07978714,0.007129067,0.005904398,0.005301422,0.1787332,0.000656993,0.006710147,0.3898165,0.1292725,0.1578151],"study_design_scores_gemma":[0.005288258,0.0008217223,0.003368051,0.0005634088,0.0004718091,0.00003039809,0.54782,0.02376418,0.0001709073,0.411714,0.004806461,0.001180826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.344599,0.00009400745,0.6246942,0.000194893,0.00005971541,0.0008613225,0.01075256,0.00004991143,0.01869437],"genre_scores_gemma":[0.6308495,0.00009897449,0.3418921,0.000008937559,0.0000618299,1.93641e-7,0.0001963384,0.0000722928,0.02681987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3690868,"threshold_uncertainty_score":0.9999057,"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."}}