{"id":"W2088260807","doi":"10.2118/120584-ms","title":"Rig Safety and Reliability Incidents Caused by Software: How They Could Have Been Prevented","year":2009,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer security; Blame; Incentive; Port (circuit theory); Engineering; Software; Computer science; Risk analysis (engineering); Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004685204,0.0007567269,0.0003292541,0.002520288,0.001982691,0.004371971,0.001362663,0.002563836,0.009754681],"category_scores_gemma":[0.02210212,0.0003403841,0.0009628843,0.0008498443,0.001903539,0.004410538,0.002535794,0.002670377,0.001944614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200981,"about_ca_system_score_gemma":0.004770052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951209,"about_ca_topic_score_gemma":0.01330836,"domain_scores_codex":[0.9962524,0.001375411,0.0002117205,0.0002986558,0.001343788,0.0005180541],"domain_scores_gemma":[0.9861395,0.004348879,0.001364,0.001368297,0.005512611,0.001266655],"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":[0.0006624676,0.0009900676,0.04273462,0.001330996,0.0003130939,0.001690496,0.00280941,0.03362963,0.00255354,0.09984096,0.09542935,0.7180154],"study_design_scores_gemma":[0.0004401321,0.003103182,0.06113172,0.007649035,0.001074978,0.004511265,0.03088661,0.1164264,0.01664357,0.2037839,0.5535786,0.0007706326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3012607,0.04170489,0.09333426,0.3058349,0.009153632,0.0006053607,0.001144648,0.003860277,0.2431013],"genre_scores_gemma":[0.930795,0.01938562,0.01864408,0.004973679,0.0008651261,0.0001296338,0.0003656076,0.0001500667,0.02469121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01951209,"threshold_uncertainty_score":0.03879702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128034057304088,"score_gpt":0.3324183048174487,"score_spread":0.3011379642444079,"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."}}