{"id":"W4213192013","doi":"10.1080/21663831.2022.2029779","title":"Nanomaterials by severe plastic deformation: review of historical developments and recent advances","year":2022,"lang":"en","type":"article","venue":"Materials Research Letters","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":550,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Japan Society for the Promotion of Science; Russian and Eurasian Centre, St. Antony's College, University of Oxford; Core Research for Evolutional Science and Technology; National Science Foundation of Sri Lanka; Ministry of Education, Culture, Sports, Science and Technology; Russian Science Foundation; Ministry of Education and Science of the Russian Federation; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft; National Science Foundation; Iowa State University; Agence Nationale de la Recherche","keywords":"Severe plastic deformation; Materials science; Composite material; Electron backscatter diffraction; Superplasticity; Extrusion; Accumulative roll bonding; Equal channel angular extrusion; Metallurgy; Pressing; 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":[0.0005047544,0.0008879069,0.0009197741,0.002372858,0.0003912171,0.0009613727,0.0005345905,0.0007684972,0.001675309],"category_scores_gemma":[0.0005261051,0.0004207228,0.0005416779,0.002837368,0.0004716316,0.001565566,0.0006337659,0.0009937444,0.0008612703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005078994,"about_ca_system_score_gemma":0.0007100665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008703077,"about_ca_topic_score_gemma":0.001256481,"domain_scores_codex":[0.9998098,0.00002493817,0.00003104114,0.00005431772,0.00005979674,0.0000201071],"domain_scores_gemma":[0.9996852,0.0001434523,0.00005317272,0.00001195902,0.00008050824,0.00002573321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009837459,0.0001221702,0.000822845,0.02937894,0.0001029522,0.0004684108,0.0002567213,0.001078428,0.007567482,0.009479613,0.02437842,0.9262457],"study_design_scores_gemma":[0.000006051804,0.0001675246,0.001308837,0.00222688,0.0001026602,0.001485012,0.0001574814,0.0002803137,0.002252776,0.002567507,0.9894,0.0000449684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005008781,0.997574,0.0003513761,0.0001950997,0.0002192992,0.000005683557,0.00002399256,0.00001116622,0.001118481],"genre_scores_gemma":[0.001974674,0.9962106,0.0006298393,0.0001992929,0.0003355163,0.00001110057,0.00004234608,0.000003770732,0.00059295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002372858,"threshold_uncertainty_score":0.005604446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623383602050084,"score_gpt":0.2934151186550128,"score_spread":0.257181282634512,"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."}}