{"id":"W1967945726","doi":"10.2118/0313-0128-jpt","title":"Identification and Prediction of Wells Susceptible to Sulfide Stress Cracking","year":2013,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casing; Petroleum engineering; Asphalt; Hydrogen sulfide; Cracking; Steam injection; Geology; Environmental science; Forensic engineering; Sulfur; Engineering; Materials science; Metallurgy; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643527,0.00007669182,0.0002153127,0.0007693885,0.00002319824,0.00002207085,0.0001623306,0.0001214488,0.00004284539],"category_scores_gemma":[0.00007053673,0.00006602645,0.0000518469,0.0002585247,0.00003785728,0.0001547603,0.00002742971,0.0002212217,0.00001317561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004023729,"about_ca_system_score_gemma":0.000007859855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002507665,"about_ca_topic_score_gemma":0.00001027917,"domain_scores_codex":[0.9992153,0.00001173884,0.0004258364,0.00007440113,0.0001401468,0.000132593],"domain_scores_gemma":[0.9994749,0.00002353324,0.0001509715,0.0001574739,0.0001362272,0.00005684774],"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":[0.000006677143,0.00004150637,0.02303678,0.0001114307,0.0001919151,0.000006749032,0.0001447999,0.3800463,0.5852431,0.00002330362,0.002336357,0.008811075],"study_design_scores_gemma":[0.0008554755,0.0006018664,0.0687929,0.0003555416,0.0002091991,0.0001797753,0.001733215,0.08161038,0.8384244,0.001541721,0.005424905,0.0002705719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789606,0.0004153455,0.01916479,0.001064644,0.0001621508,0.0000369734,0.000003613493,0.00005811062,0.0001337794],"genre_scores_gemma":[0.9990579,0.0001634388,0.0005697488,0.000006828698,0.00006527228,0.000003314125,6.94625e-7,0.00001153989,0.000121232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2984359,"threshold_uncertainty_score":0.269248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00411440626495409,"score_gpt":0.2007049894703887,"score_spread":0.1965905832054346,"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."}}