{"id":"W4212966007","doi":"10.1002/9781119420507.ch7","title":"High‐Temperature Grain‐Boundary Embrittlement and Creep","year":2022,"lang":"en","type":"other","venue":"","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; National Research Council Canada","funders":"","keywords":"Materials science; Embrittlement; Grain boundary; Intergranular corrosion; Shearing (physics); Cracking; Creep; Brittleness; Metallurgy; Fracture mechanics; Acoustic emission; Composite material; Alloy; Microstructure","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":[0.00006467017,0.0001898256,0.0001497498,0.0003136804,0.0003194575,0.0006117981,0.000191472,0.0003921025,0.005841257],"category_scores_gemma":[0.000101135,0.00009225823,0.0001209826,0.0004979821,0.0005145067,0.0004689627,0.0003997335,0.0002789736,0.0007410242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698189,"about_ca_system_score_gemma":0.000227023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008407977,"about_ca_topic_score_gemma":0.002100863,"domain_scores_codex":[0.9999539,0.000004573432,0.000001331321,0.000008286022,0.00002324016,0.000008721614],"domain_scores_gemma":[0.9999658,0.00001400356,0.000007197232,0.000003515232,0.000005958186,0.000003584735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000126816,0.0001387479,0.002712556,0.0009777815,0.00001829937,0.001165267,0.001185385,0.007185787,0.08041098,0.5097562,0.02891021,0.367412],"study_design_scores_gemma":[0.00001380468,0.0001407904,0.02376719,0.0003931411,0.00001868805,0.001924579,0.0009500157,0.008832539,0.04703666,0.1760986,0.7407801,0.00004395128],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1470971,0.1332625,0.01703104,0.002701328,0.0007802338,0.00004626642,0.0001991233,0.0001994632,0.6986829],"genre_scores_gemma":[0.6150655,0.07438664,0.004286541,0.000505523,0.0003865875,0.00005135385,0.0001692899,0.00005893471,0.3050897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005841257,"threshold_uncertainty_score":0.01954097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006383424524323523,"score_gpt":0.2054649050695732,"score_spread":0.1990814805452497,"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."}}