{"id":"W2087105691","doi":"10.1115/ipc2006-10544","title":"Modeling the Interactions of Hydrogen, Stress and Dissolution in Near-Neutral pH Stress Corrosion Cracking of Pipelines","year":2006,"lang":"en","type":"article","venue":"Volume 2: Integrity Management; Poster Session; Student Paper Competition","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dissolution; Hydrogen; Stress corrosion cracking; Materials science; Corrosion; Stress (linguistics); Metallurgy; Cracking; Anode; Hydrogen embrittlement; Composite material; Chemistry; Electrode","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":[0.0003236345,0.0003868149,0.0008029561,0.0002949335,0.0003380763,0.0004591759,0.0007261826,0.001147256,0.001045975],"category_scores_gemma":[0.0007872263,0.0005081873,0.0006360994,0.0002038767,0.0004404465,0.0006091192,0.0003729083,0.0004251301,0.0001611735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007752739,"about_ca_system_score_gemma":0.001018824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799507,"about_ca_topic_score_gemma":0.01083759,"domain_scores_codex":[0.9999086,0.00002072934,0.000005178843,0.00001534579,0.00002949785,0.00002076333],"domain_scores_gemma":[0.9997695,0.0001432521,0.00002529906,0.00001079854,0.00003600059,0.00001520486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001713211,0.00002128394,0.0005755062,0.00001885625,0.00000803561,0.0000379417,0.00001235538,0.9928455,0.004440359,0.0009129804,0.00003181579,0.001078339],"study_design_scores_gemma":[0.000002941318,0.00001091375,0.0001431333,5.728053e-7,0.000001598027,0.00000498616,0.000003208038,0.9990104,0.0005886212,0.0001778371,0.00005371333,0.000001950292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8063764,0.0004144128,0.1854005,0.0003131178,0.00003271037,0.000134069,0.0003857706,0.0001926469,0.006750377],"genre_scores_gemma":[0.990968,0.0002002062,0.0055677,0.00002200092,0.000007876186,0.00009579706,0.00009730527,0.00003551126,0.003005418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799507,"threshold_uncertainty_score":0.03578061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638481912901327,"score_gpt":0.2774532570960367,"score_spread":0.2610684379670234,"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."}}