{"id":"W4407783047","doi":"10.2514/1.j063825","title":"Estimation of Pressure Leakage Severity for Space Habitats Using Extended Kalman Filter","year":2025,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Kalman filter; Leakage (economics); Extended Kalman filter; Control theory (sociology); Mathematics; Environmental science; Computer science; Statistics; Artificial intelligence","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":[0.0004233205,0.0001007645,0.0001677933,0.0001161642,0.0002504301,0.0001534165,0.0004807177,0.00007107452,0.00001884337],"category_scores_gemma":[0.0001202253,0.00009032102,0.00009313137,0.0002111622,0.00003482054,0.0004988774,0.0001249048,0.0002122401,0.000001668231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951992,"about_ca_system_score_gemma":0.00008192589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008747974,"about_ca_topic_score_gemma":0.000001947311,"domain_scores_codex":[0.9990408,0.00007168645,0.0002918761,0.0001901589,0.0001943903,0.0002111191],"domain_scores_gemma":[0.9991068,0.0001657539,0.0001928763,0.0003242612,0.0001507345,0.0000595585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002740293,0.000470905,0.002461863,0.0004409373,0.0003567341,0.0000525889,0.00196066,0.3164568,0.007965713,0.08044913,0.1466136,0.442497],"study_design_scores_gemma":[0.0005204413,0.00006829392,0.004543733,0.0002009047,0.00004106138,0.00008831963,0.00002175224,0.9649277,0.003398561,0.01827228,0.007789866,0.0001270302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02400141,0.0003620032,0.9734275,0.0007877935,0.0009572214,0.0001120841,0.00001125342,0.00003800781,0.0003027627],"genre_scores_gemma":[0.7098665,0.00001403635,0.2895431,0.0001470131,0.00009327926,0.000001701332,0.000003092049,0.000005413807,0.0003259043],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.685865,"threshold_uncertainty_score":0.3683185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217860619662123,"score_gpt":0.2931050520151711,"score_spread":0.2713189900489588,"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."}}