{"id":"W2031614452","doi":"10.1179/174328407x213206","title":"Deformation kinetics during dwell fatigue","year":2007,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Defence Research and Development Canada","keywords":"Materials science; Dislocation; Climb; Kinetics; Nucleation; Dwell time; Deformation (meteorology); Composite material; Mechanics; Structural engineering; Thermodynamics; Classical mechanics; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009615917,0.0001045948,0.0001452012,0.0002740012,0.0002860661,0.0001270916,0.000330924,0.000115734,0.0001955294],"category_scores_gemma":[0.0001785371,0.00007733426,0.000006601724,0.0004384892,0.0007739248,0.0003053406,0.0002502644,0.00005272521,0.00007175149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004465011,"about_ca_system_score_gemma":0.00003172947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001796903,"about_ca_topic_score_gemma":0.00001101339,"domain_scores_codex":[0.9987979,0.000009086828,0.0002674185,0.0002743664,0.0002215735,0.0004296893],"domain_scores_gemma":[0.9994634,0.00000902617,0.00008566453,0.0002244143,0.0001542963,0.00006314155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001303141,0.000007472777,0.00002821437,0.0000190983,3.930005e-7,0.000003313187,0.00007683389,2.946447e-7,0.9936482,0.004888913,0.00001085038,0.001303327],"study_design_scores_gemma":[0.0001344006,0.00007532266,0.0004928129,0.00001287054,0.000003115078,0.0000765209,0.000168232,0.000002901374,0.9951959,0.003157835,0.0005715559,0.0001085227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978653,0.00006829819,0.0005302331,0.0002941309,0.0005239262,0.0001266915,0.000004710701,0.0001707253,0.0004159783],"genre_scores_gemma":[0.9983371,0.00001480954,0.001450988,0.00008947658,0.00004844119,0.000004295336,9.017394e-7,0.000006125343,0.00004784632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001731079,"threshold_uncertainty_score":0.31536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188194158537237,"score_gpt":0.2358042548322311,"score_spread":0.2239223132468587,"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."}}