{"id":"W1969604125","doi":"10.2118/173397-ms","title":"The Implementation and Automation of Effective Key Performance Indicators to manage Process Safety and Asset Integrity Risk; a ScottishPower Case Study","year":2015,"lang":"en","type":"article","venue":"SPE Digital Energy Conference and Exhibition","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Key (lock); Automation; Risk analysis (engineering); Asset (computer security); Process (computing); Computer science; Asset management; Process safety; Risk management; Process management; Reliability engineering; Computer security; Business; Engineering; Work in process; Operations management; Finance","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":[0.001318862,0.0001191966,0.0002055614,0.000217712,0.000261823,0.0004759029,0.00009580552,0.00004272964,0.00000682214],"category_scores_gemma":[0.0003303557,0.00007721707,0.00002425638,0.0005189729,0.0001268933,0.001042854,0.00009640284,0.00008421457,0.000003002921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002281736,"about_ca_system_score_gemma":0.00003603396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007373129,"about_ca_topic_score_gemma":0.002636683,"domain_scores_codex":[0.9985207,0.0001525802,0.0003980435,0.0003230071,0.0004783755,0.0001272624],"domain_scores_gemma":[0.9989176,0.0002522282,0.0002505434,0.0001676121,0.0002821358,0.0001299259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001635993,0.00004992919,0.1002291,0.000006257931,0.00003373104,0.0000133668,0.007561754,0.00007320611,0.000004845132,0.001170203,0.00004477919,0.8906493],"study_design_scores_gemma":[0.00281414,0.002619856,0.6484075,0.00008990196,0.0001757393,0.0002228624,0.2737159,0.02284425,0.001093347,0.04593134,0.001513736,0.0005713776],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927764,0.0000438596,0.005429864,0.000183887,0.00003398637,0.0002461486,0.00005046393,0.00001185106,0.001223547],"genre_scores_gemma":[0.9996688,0.0001742593,0.00002956771,0.00001561689,0.00001250429,0.00002112175,0.00002211177,0.000003626274,0.00005241276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8900779,"threshold_uncertainty_score":0.4589143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950189086598363,"score_gpt":0.3461836587484148,"score_spread":0.3166817678824311,"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."}}