{"id":"W1994063416","doi":"10.3182/20131218-3-in-2045.00158","title":"Alarm allocation for event-based process alarm systems","year":2013,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"ALARM; Event (particle physics); Key (lock); Flexibility (engineering); Variable (mathematics); Process (computing); Variables; Data mining; Computer science; Statistics; Mathematics; Engineering; Computer security","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":[0.000179538,0.0002311202,0.0002617956,0.0001278498,0.000116328,0.0002932512,0.0001889913,0.0001508313,0.00003018969],"category_scores_gemma":[0.00006280863,0.000226933,0.00009414235,0.0002180074,0.00002105426,0.0004451289,0.000006865371,0.0001146135,0.0001741974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059462,"about_ca_system_score_gemma":0.00002672704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008548787,"about_ca_topic_score_gemma":0.0000054021,"domain_scores_codex":[0.9987394,0.000004384945,0.0003724009,0.0002649543,0.0002424256,0.0003764636],"domain_scores_gemma":[0.9992527,0.00002427242,0.00008887169,0.0001004975,0.0004085609,0.0001250568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002222797,0.0005335911,0.02228554,0.02108828,0.001187563,0.000003025264,0.005096662,0.2033648,0.4703418,0.004639484,0.1946418,0.07659521],"study_design_scores_gemma":[0.0007829827,0.0000806583,0.0004148885,0.000117981,0.00002572948,0.000006649826,0.0009784793,0.9676958,0.009760059,0.00008936183,0.0197308,0.0003165864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484332,0.001405186,0.03481657,0.000615859,0.002507581,0.004693482,0.00002619002,0.002824253,0.004677734],"genre_scores_gemma":[0.9954703,0.000005481396,0.0001425259,0.00006319304,0.0003315182,0.002824701,0.00001162075,0.00006803597,0.001082644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.764331,"threshold_uncertainty_score":0.9254059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006644399886862077,"score_gpt":0.2182110522559048,"score_spread":0.2115666523690427,"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."}}