{"id":"W2542225665","doi":"10.2118/182528-ms","title":"A Novel Failure Mangement Framework for SAGD Well Integrity","year":2016,"lang":"en","type":"article","venue":"SPE Thermal Well Integrity and Design Symposium","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Bow tie; Casing; Fault tree analysis; Root cause; Computer science; Root cause analysis; Event (particle physics); Annulus (botany); Abandonment (legal); Risk analysis (engineering); Forensic engineering; Engineering; Reliability engineering; Petroleum engineering; Business","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":[0.0005593122,0.0003253667,0.0002980378,0.0001017184,0.0001118704,0.00007452866,0.0002462416,0.000358093,0.0003315213],"category_scores_gemma":[0.00004361063,0.0002249779,0.0001196231,0.0001087992,0.000126377,0.0002520036,0.00005882576,0.000603732,0.0001284018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008956335,"about_ca_system_score_gemma":0.00002159003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000462019,"about_ca_topic_score_gemma":0.00001516247,"domain_scores_codex":[0.9986649,0.00005397517,0.0003066911,0.0003949271,0.0001639855,0.0004154785],"domain_scores_gemma":[0.999135,0.0002149737,0.00005405544,0.000362205,0.00009805785,0.0001357062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005168603,0.0003079388,0.0002696282,0.0004334039,0.0002524621,0.000005220219,0.0008670804,0.000221247,0.8783399,0.03053122,0.04096405,0.04729102],"study_design_scores_gemma":[0.0008058028,0.0003888422,0.0001721296,0.0003239326,0.00006710322,0.00002594661,0.0001635787,0.0007548847,0.9004184,0.03906313,0.05717909,0.0006371947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0080639,0.0003111445,0.9770165,0.006809383,0.0006981171,0.0008339548,0.00004556531,0.0009044692,0.005316963],"genre_scores_gemma":[0.7691278,0.0008348464,0.2257172,0.0004380206,0.001022429,0.0002668371,0.000008533752,0.0001073555,0.002476933],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.761064,"threshold_uncertainty_score":0.9174331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573425303482492,"score_gpt":0.2456399928328123,"score_spread":0.2199057397979874,"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."}}