{"id":"W2015738546","doi":"10.4028/www.scientific.net/kem.577-578.5","title":"Stress Corrosion Cracking in Pipeline Steels","year":2013,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Stress corrosion cracking; Stress (linguistics); Superposition principle; Metallurgy; Cracking; Fracture (geology); Structural engineering; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001499808,0.000214501,0.0003368816,0.0001769116,0.00002368769,0.0001297292,0.0001737624,0.00015568,0.001281354],"category_scores_gemma":[0.00008270922,0.0001931175,0.00005377682,0.0002208219,0.00001582048,0.0002611754,0.00003881072,0.0001729115,0.0001797663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008420737,"about_ca_system_score_gemma":0.000004056139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003275395,"about_ca_topic_score_gemma":0.00001747626,"domain_scores_codex":[0.9989141,0.00002028558,0.000422301,0.0001812849,0.0001335809,0.0003284285],"domain_scores_gemma":[0.9995644,0.00006230912,0.00002532695,0.0002358772,0.00004126228,0.00007083947],"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":[0.000001915687,0.000008011693,0.0002168664,0.0002034579,0.00000933954,0.000003912353,0.000153706,0.3327247,0.6658819,0.00008667887,0.000255689,0.0004538176],"study_design_scores_gemma":[0.0002969838,0.00001428207,0.0149702,0.0003275414,0.00002172067,0.000007617536,0.00008945287,0.1376167,0.8453436,0.000224819,0.0006028867,0.0004841851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944961,0.0001460873,0.003319009,0.00005628413,0.001133571,0.0001995664,0.00002517776,0.0003967471,0.0002274518],"genre_scores_gemma":[0.9984826,0.00006688849,0.001050933,0.0000148761,0.0001650376,0.00004354728,0.00003154535,0.00003817616,0.0001064352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.195108,"threshold_uncertainty_score":0.9996316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006946283766112799,"score_gpt":0.1968504573798766,"score_spread":0.1899041736137638,"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."}}