{"id":"W1977019868","doi":"10.1016/j.commatsci.2009.11.020","title":"A novel microstructure – Grain boundary character based integrated modeling approach of intergranular stress corrosion crack propagation in polycrystalline materials","year":2009,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Materials science; Misorientation; Intergranular corrosion; Grain boundary; Electron backscatter diffraction; Coalescence (physics); Stress corrosion cracking; Microstructure; Nucleation; Void (composites); Metallurgy; Crystallite; Fracture mechanics; Corrosion; Composite material; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002069862,0.0004264682,0.0007580713,0.000329395,0.00042427,0.000948652,0.00213599,0.001834238,0.001723832],"category_scores_gemma":[0.0005576789,0.0006293859,0.0005844273,0.0004973303,0.0004744525,0.001036459,0.0006007726,0.0007819944,0.0003061555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005415602,"about_ca_system_score_gemma":0.0009725221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009105683,"about_ca_topic_score_gemma":0.01043531,"domain_scores_codex":[0.9999026,0.00001866919,0.000005388261,0.00002160081,0.00003724515,0.00001452894],"domain_scores_gemma":[0.9998293,0.00005848159,0.00002335377,0.00002811833,0.00004627748,0.00001442089],"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":[0.000008714561,0.0000419832,0.0002621974,0.00002326819,0.00001849477,0.0000494039,0.00002228961,0.9837883,0.004472282,0.006692206,0.0002190879,0.004401817],"study_design_scores_gemma":[0.000001510774,0.000001791607,0.00002273892,4.120714e-7,0.000001130428,0.000001853258,0.000001320855,0.9994616,0.000117725,0.0003121645,0.00007666126,9.60194e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07978876,0.0002927002,0.9101933,0.0002359236,0.00006519083,0.00006529818,0.000219935,0.0003717987,0.008767102],"genre_scores_gemma":[0.7739642,0.0004350425,0.2183917,0.0001721154,0.00007600626,0.0002656763,0.0003295409,0.000297221,0.006068446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009105683,"threshold_uncertainty_score":0.01810539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589311791839482,"score_gpt":0.2604675578045741,"score_spread":0.2445744398861793,"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."}}