{"id":"W2933458171","doi":"10.1515/rams-2018-0037","title":"Length Scale Plasticity: A Review from the Perspective of Dislocation Nucleation","year":2018,"lang":"en","type":"review","venue":"REVIEWS ON ADVANCED MATERIALS SCIENCE","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dislocation; Materials science; Nucleation; Plasticity; Deformation (meteorology); Deformation mechanism; Compression (physics); Length scale; Nanotechnology; Crystal plasticity; Crystal (programming language); Macroscopic scale; Nanometre; Chemical physics; Condensed matter physics; Composite material; Mechanics; Thermodynamics; Microstructure; Computer science; Chemistry; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002620173,0.0005583707,0.002603772,0.00008761202,0.0003686454,0.0001534169,0.001742372,0.000134913,0.001064011],"category_scores_gemma":[0.002778221,0.0002833112,0.0002947638,0.0007573633,0.001048826,0.000449163,0.0004472102,0.0001827407,0.001265304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204029,"about_ca_system_score_gemma":0.0004035574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005491355,"about_ca_topic_score_gemma":0.00001178408,"domain_scores_codex":[0.9954097,0.0007138419,0.001604281,0.001148154,0.0006743107,0.0004497017],"domain_scores_gemma":[0.9960527,0.0003318526,0.001906169,0.001172293,0.0004230959,0.0001139062],"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":[0.00003120732,0.00006020046,1.202671e-8,0.02411123,0.00001060482,5.720555e-7,0.0001807605,4.407317e-7,0.3668756,0.002572174,0.001217454,0.6049397],"study_design_scores_gemma":[0.00007615607,0.0001475123,4.444701e-7,0.1187402,0.0003965296,0.000007006225,0.00002331148,5.18782e-7,0.08021803,0.0008761351,0.7991668,0.0003473118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001534153,0.994664,0.0001803899,0.00008741597,0.00125491,0.002965252,0.0003639629,0.00004777922,0.0002829027],"genre_scores_gemma":[0.00008069117,0.9970312,0.001721087,0.0004754495,0.0003241046,0.0002366656,0.00003208119,0.00004068044,0.00005808122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7979494,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942243266140147,"score_gpt":0.346558631287665,"score_spread":0.2971361986262636,"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."}}