{"id":"W1607446875","doi":"","title":"Nominal and effective strains in severe plastic deformation processes","year":2002,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equal channel angular extrusion; Severe plastic deformation; Materials science; Torsion (gastropod); Forging; Plasticity; Nanocrystalline material; Deformation (meteorology); Extrusion; Transverse plane; Composite material; Ball (mathematics); Mechanics; Metallurgy; Structural engineering; Geometry; Mathematics; Microstructure; Physics; Engineering; Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004911409,0.0001310428,0.0001434336,0.0001347625,0.0002746068,0.0002038308,0.0002635677,0.0000468151,0.0002547494],"category_scores_gemma":[0.0007219168,0.00009849297,0.00001627295,0.0003632208,0.0007084782,0.000939535,0.00009028846,0.00009891392,0.0001062646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000889718,"about_ca_system_score_gemma":0.0000948321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003348957,"about_ca_topic_score_gemma":0.0001085215,"domain_scores_codex":[0.9988336,0.00003904763,0.0001833335,0.0003001243,0.0002134917,0.0004303829],"domain_scores_gemma":[0.999512,0.00008574062,0.00006416854,0.0001187422,0.00009513055,0.0001242142],"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":[0.00004304039,0.00005772159,0.0008023451,0.0003742233,0.000002079541,0.00001151491,0.006876332,0.0004797485,0.9786731,0.0008284083,0.000104195,0.01174728],"study_design_scores_gemma":[0.001281338,0.0007526441,0.07902343,0.0005688966,0.000029554,0.0007784869,0.002649816,0.02060803,0.8781132,0.01487877,0.0004836456,0.0008321772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973705,0.0003332553,0.0009534849,0.00007206102,0.0001041297,0.0001915516,0.00001105784,0.0000393684,0.0009245575],"genre_scores_gemma":[0.997988,0.00007843673,0.001682583,0.0001395306,0.00003844509,0.00001939947,0.000001001901,0.00000657063,0.00004604518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005599,"threshold_uncertainty_score":0.4016427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619547247873593,"score_gpt":0.2410872788813704,"score_spread":0.2148918064026345,"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."}}