{"id":"W4244137235","doi":"10.2514/6.iac-04-iaa.3.6.3.06","title":"Comparative Study of Some Fault Diagnostic Techniques","year":2004,"lang":"en","type":"article","venue":"55th International Astronautical Congress of the International Astronautical Federation, the International Academy of Astronautics, and the International Institute of Space Law","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Computer science; Fault (geology); Reliability engineering; Geology; Engineering; Seismology","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":[0.002426764,0.0006408097,0.0006205187,0.004893679,0.0005173072,0.0007360399,0.0009413115,0.0008200266,0.001984918],"category_scores_gemma":[0.0122235,0.0001714254,0.0006520753,0.00226091,0.0003770767,0.001510161,0.0003292691,0.0003878888,0.0003236509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007377593,"about_ca_system_score_gemma":0.0004617075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460225,"about_ca_topic_score_gemma":0.002220219,"domain_scores_codex":[0.9984981,0.0004617562,0.0001378053,0.0002151174,0.0005733981,0.0001138697],"domain_scores_gemma":[0.9785578,0.01604101,0.0007002515,0.000903292,0.00364629,0.0001513316],"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":[0.003848586,0.0003636804,0.02034556,0.001203524,0.0003149632,0.0003554981,0.0006269393,0.03665111,0.04609584,0.005423189,0.001395723,0.8833754],"study_design_scores_gemma":[0.0004608264,0.005007966,0.07180636,0.000267134,0.002065113,0.00371847,0.001576014,0.6441838,0.2439687,0.009321707,0.01739959,0.0002243577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5464849,0.01027788,0.4287689,0.0003702357,0.0002674373,0.0001716217,0.0006377814,0.001849642,0.0111716],"genre_scores_gemma":[0.9248059,0.001542953,0.07182106,0.00003453532,0.00006101654,0.00002391179,0.0003858638,0.00006586447,0.001259035],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004893679,"threshold_uncertainty_score":0.01283407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605924281866389,"score_gpt":0.2707650534500696,"score_spread":0.2547058106314057,"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."}}