{"id":"W2046575129","doi":"10.1016/s0165-1684(00)00276-0","title":"Parameter estimation of a target-directed dynamic system model with switching states","year":2001,"lang":"en","type":"article","venue":"Signal Processing","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Else Kröner-Fresenius-Stiftung","keywords":"Control theory (sociology); Computer science; Estimation theory; Estimation; Mathematics; Algorithm; Engineering; Artificial intelligence; Control (management)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002370127,0.000157398,0.0002100947,0.0001141691,0.0001925416,0.0001967303,0.0003754319,0.000057716,0.000003497074],"category_scores_gemma":[0.00001269699,0.0001227494,0.00003086847,0.0004878845,0.00003152182,0.0007613895,0.00006806053,0.0001611961,0.000003785995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004356906,"about_ca_system_score_gemma":0.00008688323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962441,"about_ca_topic_score_gemma":0.000002610497,"domain_scores_codex":[0.9986767,0.00004568365,0.0003129879,0.000347805,0.0003428852,0.0002739067],"domain_scores_gemma":[0.9992011,0.00009758083,0.0002350217,0.0002510665,0.0001478647,0.00006738688],"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":[0.00003300229,0.00003279771,0.0001274237,0.0001429538,0.00000959406,0.00001649328,0.0006925221,0.8893245,0.001055587,0.000323892,0.00002533937,0.1082159],"study_design_scores_gemma":[0.0002085047,0.00004533901,0.00005749218,0.0005001343,0.0000105584,0.00005784634,0.00007894823,0.9959753,0.0006798081,0.002209862,0.000009410071,0.0001668298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07343721,0.0002125189,0.9254476,0.00005119945,0.00003673237,0.0000950613,0.000002757787,0.0005024762,0.000214388],"genre_scores_gemma":[0.6246023,0.000002658858,0.3753181,0.00002349831,0.000009609311,0.00000487496,0.00001007398,0.00001055629,0.00001840234],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.551165,"threshold_uncertainty_score":0.5005577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102827378472201,"score_gpt":0.2370011727560746,"score_spread":0.2259728989713526,"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."}}