{"id":"W4410286188","doi":"10.3390/electronics14101954","title":"Neural Moving Horizon Estimation: A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"Electronics","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Horizon; Estimation; Moving horizon estimation; Artificial neural network; Computer science; Artificial intelligence; Econometrics; Mathematics; Engineering; Kalman filter; Extended Kalman filter","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":[0.01225717,0.001655184,0.00599183,0.007507163,0.0005239287,0.002209281,0.002354011,0.001922698,0.00698254],"category_scores_gemma":[0.0747985,0.001060679,0.007841983,0.006498015,0.0005781369,0.003052392,0.001409523,0.00148015,0.000556634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002857078,"about_ca_system_score_gemma":0.01203943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007602246,"about_ca_topic_score_gemma":0.01583404,"domain_scores_codex":[0.9926692,0.002762224,0.00243063,0.0007212106,0.001265284,0.0001514457],"domain_scores_gemma":[0.9472843,0.04318762,0.005067353,0.0007515462,0.003479341,0.0002297502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000306484,0.00004354269,0.0008045453,0.7477282,0.008729864,0.00009312949,0.0001164998,0.001260846,0.000123898,0.001060258,0.004528088,0.2352047],"study_design_scores_gemma":[0.0002645978,0.0003732479,0.003480724,0.89543,0.04848612,0.0004121714,0.0002097985,0.001100509,0.0003268022,0.002380551,0.04744498,0.00009050539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003392925,0.9970332,0.001377297,0.000370456,0.0001400691,0.0001730045,0.0002955213,0.00001865523,0.0002523939],"genre_scores_gemma":[0.009745132,0.9856381,0.003022105,0.000529905,0.0001489827,0.0005273768,0.00026652,0.00001286958,0.0001090757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01225717,"threshold_uncertainty_score":0.06482291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00565860263460023,"score_gpt":0.2810443260899337,"score_spread":0.2753857234553335,"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."}}