{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001369389,0.0002303434,0.0002940253,0.00006613849,0.0001401745,0.0001401597,0.0002318317,0.0001721401,0.3374307],"category_scores_gemma":[0.00001219443,0.0001610863,0.0000424272,0.00004674822,0.00009022324,0.00003069609,0.000334979,0.0002044041,0.0001825521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002900909,"about_ca_system_score_gemma":0.00004954747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005191515,"about_ca_topic_score_gemma":0.0003001991,"domain_scores_codex":[0.998886,0.00006079643,0.0001583496,0.0004294968,0.0002327626,0.0002325731],"domain_scores_gemma":[0.9995137,0.000008256025,0.00007202887,0.0003158467,0.00001117472,0.00007894748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008313732,0.000007963848,5.786927e-7,0.00006024868,0.00000953977,0.000008104935,0.00002781808,6.238548e-8,0.2569385,0.002966346,0.7395542,0.0004182369],"study_design_scores_gemma":[0.0002016429,0.00007309503,0.00000304535,0.00002322051,0.0000197377,0.0000136372,0.00007686186,1.716351e-7,0.02814511,0.0007347433,0.9704702,0.0002385742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009301764,0.01377586,0.00003106007,0.001114341,0.005235146,0.00108,0.0009271224,0.0008773836,0.9676573],"genre_scores_gemma":[0.001957414,0.0002309286,0.001859927,0.001972821,0.0003832446,0.00002977616,0.0001018896,0.0002122603,0.9932517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3372481,"threshold_uncertainty_score":0.663175,"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."}}