{"id":"W7062028098","doi":"","title":"Signiﬁcant strengthening of nanocrystalline Ni sub-micron pillar by cyclic loading in elastic regime","year":2017,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanocrystalline material; Pillar; Deformation (meteorology); Yield (engineering); Work (physics); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005959857,0.0001842966,0.0002648242,0.0001043577,0.0001012176,0.0004092551,0.0004940794,0.00004139157,0.007361935],"category_scores_gemma":[0.00002335279,0.0001764092,0.00006418359,0.00008540088,0.00009257505,0.0003963527,0.0004056374,0.0001774099,0.00004866066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004441598,"about_ca_system_score_gemma":0.00007035616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107698,"about_ca_topic_score_gemma":0.00000368021,"domain_scores_codex":[0.9987299,0.00002037484,0.0003658187,0.000286858,0.0002313231,0.0003656523],"domain_scores_gemma":[0.9991105,0.0001220288,0.0002114056,0.0004352987,0.00001337805,0.0001074193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000203999,0.0004858854,0.6256464,0.0001433289,0.00007555296,0.00005683455,0.0001067929,0.0000134521,0.1275584,0.002291937,0.07135318,0.1720642],"study_design_scores_gemma":[0.008411959,0.001054282,0.0990885,0.001655705,0.00005478291,0.000007912676,0.001018417,0.003171547,0.2971427,0.007682982,0.5783753,0.002335852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.815188,0.0000987223,0.00004404528,0.0003749501,0.00006382493,0.000213119,0.0007000638,0.00002557898,0.1832917],"genre_scores_gemma":[0.9915747,0.000007932016,0.00006462781,0.00001346639,0.00009906336,0.00001228245,0.0004634849,0.00002591628,0.007738544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5265579,"threshold_uncertainty_score":0.9935455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007125401956760493,"score_gpt":0.2104190941721763,"score_spread":0.2032936922154158,"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."}}