{"id":"W2372795745","doi":"","title":"SOME NEW ADVANCES IN RESEARCH OF SCC OF BURIED OIL AND GAS PIPELINES","year":2003,"lang":"en","type":"article","venue":"Corrosion & Protection","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Stress corrosion cracking; Petroleum engineering; Forensic engineering; Fossil fuel; Engineering; Corrosion; Petroleum industry; Environmental science; Metallurgy; Materials science; Waste management; Mechanical engineering; Environmental engineering","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":[0.0009939314,0.00009088076,0.0001863272,0.0002483015,0.00008921898,0.00001810851,0.00006755983,0.00008566086,0.0001453984],"category_scores_gemma":[0.0003363534,0.00007608005,0.00002919263,0.0003999348,0.0001278845,0.00044212,0.0000407392,0.0001398467,0.00001168531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003639502,"about_ca_system_score_gemma":0.00006545288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001947041,"about_ca_topic_score_gemma":0.00004649094,"domain_scores_codex":[0.9986429,0.0002160207,0.0003604878,0.0002544833,0.0003519724,0.0001741818],"domain_scores_gemma":[0.9993886,0.00004997788,0.0001356416,0.0001758237,0.0001936368,0.00005625534],"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":[0.0001381276,0.00006778978,0.0002906569,0.00007250115,2.874655e-8,4.198874e-7,0.0001376156,0.00002067541,0.9726461,0.00038778,0.0000481694,0.02619014],"study_design_scores_gemma":[0.0005150429,0.0002718566,0.0002362799,0.0002522177,0.000003135842,0.000004981424,0.0001621115,0.00008615154,0.9924784,0.004435489,0.001479113,0.00007520881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948362,0.001373212,0.0028301,0.0001253901,0.000371905,0.0002132385,0.000003758981,0.00002459113,0.0002216729],"genre_scores_gemma":[0.9980422,0.0009401308,0.0004598045,0.00000583009,0.00005971132,0.00004417797,0.000001610293,0.000009031022,0.0004375357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02611493,"threshold_uncertainty_score":0.3102455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08960259619404455,"score_gpt":0.3562264178448355,"score_spread":0.266623821650791,"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."}}