{"id":"W2438952367","doi":"10.1038/srep14215","title":"Disclination mediated dynamic recrystallization in metals at low temperature","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada; Massachusetts Institute of Technology","keywords":"Recrystallization (geology); Disclination; Dynamic recrystallization; Materials science; Grain boundary; Microstructure; Dislocation; Deformation mechanism; Severe plastic deformation; Hot working; Condensed matter physics; Composite material; Crystallography; Chemical physics; Geology; Chemistry; Optoelectronics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002081514,0.0001208295,0.0001801967,0.0001280537,0.0001387047,0.0002512469,0.0001238598,0.0001079403,0.0003246944],"category_scores_gemma":[0.0007478956,0.00008736171,0.00003601829,0.000439164,0.0001225348,0.0003803901,0.0001080168,0.00007587122,0.0001090474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915388,"about_ca_system_score_gemma":0.0001419383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002384362,"about_ca_topic_score_gemma":0.0003569714,"domain_scores_codex":[0.9980716,0.0001025069,0.0004856062,0.0005910693,0.0005021403,0.0002470866],"domain_scores_gemma":[0.9989672,0.00001675577,0.0002162795,0.0004543328,0.0002181475,0.0001272889],"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":[0.0000137589,0.00002274831,0.00008197552,0.00001436223,0.000001162677,0.00006127646,0.0005463411,0.0002091064,0.9960266,0.00002471961,0.002935153,0.00006283938],"study_design_scores_gemma":[0.0002126598,0.00002727211,0.0002470262,0.00005364147,0.000008365991,0.00009765811,0.0001603905,0.0006369042,0.982053,0.007923792,0.008385552,0.0001937767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926621,0.0002596298,0.0001040914,0.0001455378,0.006182993,0.0002888979,0.000005557352,0.00007092056,0.0002802381],"genre_scores_gemma":[0.9934331,0.000003747135,0.0002701947,0.00004587821,0.00002538652,0.00001486256,0.0002403808,0.00001202901,0.005954397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139736,"threshold_uncertainty_score":0.3562507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622996877572547,"score_gpt":0.2490056089076867,"score_spread":0.2327756401319613,"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."}}