{"id":"W2340473926","doi":"10.5006/2045","title":"Stress Enhanced Corrosion at the Tip of Near-Neutral pH Stress Corrosion Cracks on Pipelines","year":2016,"lang":"en","type":"article","venue":"CORROSION","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corrosion; Materials science; Stress (linguistics); Pipeline transport; Metallurgy; Stress corrosion cracking; Composite material; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001287397,0.0002914551,0.0003188389,0.0001700829,0.0001513832,0.0001889621,0.0002291872,0.0003561051,0.001073522],"category_scores_gemma":[0.0002203352,0.0001631747,0.0002193289,0.0001123826,0.0002248942,0.0003176381,0.0002059116,0.0002847206,0.0001777616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001848244,"about_ca_system_score_gemma":0.0001134371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107973,"about_ca_topic_score_gemma":0.001797874,"domain_scores_codex":[0.9998203,0.00001776777,0.000008764428,0.00002931803,0.00009184599,0.00003198886],"domain_scores_gemma":[0.9998552,0.00001676064,0.00003699185,0.000005830542,0.0000724393,0.00001276124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004402015,0.000005411414,0.0003755338,0.00005341786,0.000002956186,0.00006081389,0.00003115061,0.0001525232,0.9983019,0.00001726908,0.00001273248,0.0009422364],"study_design_scores_gemma":[0.000009812625,0.0007464951,0.008513539,0.000008123229,0.00001070299,0.0001564302,0.0001303565,0.00239715,0.9872593,0.00005081941,0.0007084251,0.000008951084],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997442,0.0003741219,0.001695516,0.00002842421,0.000007273681,0.00001010038,0.00005126239,0.00001926712,0.0003720342],"genre_scores_gemma":[0.9982409,0.0002346838,0.0009142507,0.00001526391,0.000003587285,0.000004120593,0.00005101029,0.000003740621,0.000532557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001107973,"threshold_uncertainty_score":0.003591239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906876671218044,"score_gpt":0.2740583701629865,"score_spread":0.254989603450806,"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."}}