{"id":"W2129787172","doi":"10.1109/cdc.2010.5717328","title":"Effective resource utilization for Alarm Management","year":2010,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"ALARM; Computer science; Process (computing); Computer security; Risk analysis (engineering); Resource (disambiguation); Business; Engineering; Computer network","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":[0.002911144,0.001495151,0.001215227,0.001499499,0.00113823,0.003117005,0.001806634,0.001436432,0.006058409],"category_scores_gemma":[0.01144016,0.000509224,0.0004351334,0.001384421,0.001436859,0.004567313,0.002282764,0.001445861,0.001128229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411104,"about_ca_system_score_gemma":0.002551012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837063,"about_ca_topic_score_gemma":0.001749048,"domain_scores_codex":[0.9970729,0.000944863,0.0001671031,0.0004741435,0.0008623487,0.000478655],"domain_scores_gemma":[0.9950752,0.002765893,0.0005253971,0.0007145086,0.0006591125,0.0002599593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000581207,0.0003714691,0.003331925,0.0007366699,0.0001078471,0.000353069,0.0006045326,0.2522739,0.02790819,0.1994103,0.01753431,0.4967866],"study_design_scores_gemma":[0.00006183396,0.0002738233,0.001728518,0.0001663481,0.00008009833,0.0002877405,0.0004832262,0.8196281,0.01927726,0.1338448,0.02407907,0.00008918536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02613895,0.002654207,0.9509247,0.002208601,0.0002881493,0.0002090495,0.0001335347,0.00179868,0.01564408],"genre_scores_gemma":[0.744845,0.001560823,0.2465876,0.0004058927,0.0003001028,0.0003147287,0.0001720269,0.0003107367,0.005503118],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006058409,"threshold_uncertainty_score":0.02026737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006151712280446815,"score_gpt":0.2207100003714417,"score_spread":0.2145582880909949,"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."}}