{"id":"W2130555810","doi":"10.4028/www.scientific.net/amr.996.70","title":"Impact of Shot-Peening on a Single Crystal Nickel-Based Superalloy","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Shot peening; Superalloy; Materials science; Residual stress; Peening; Metallurgy; Microstructure; Shot (pellet); Alloy; Nickel; Laser peening","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":[0.0001727677,0.000332577,0.0004382741,0.0001832348,0.0003184807,0.0002966501,0.0004005122,0.0004276143,0.001563958],"category_scores_gemma":[0.0003900492,0.0001915608,0.0002428572,0.0001848339,0.0003439554,0.0002648328,0.0002719894,0.0003494614,0.0001973876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490472,"about_ca_system_score_gemma":0.0003371567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877953,"about_ca_topic_score_gemma":0.005040232,"domain_scores_codex":[0.9997498,0.00001341924,0.000009458929,0.00004288105,0.0001332416,0.00005121193],"domain_scores_gemma":[0.9996508,0.00009563608,0.00009524244,0.00003317603,0.00009856196,0.000026579],"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":[0.0001564994,0.00002029486,0.0004698344,0.00008523987,0.00001140861,0.00009273991,0.00004684499,0.0007083434,0.9964393,0.00003081404,0.00002581079,0.001912845],"study_design_scores_gemma":[0.000008376874,0.0007732506,0.008551366,0.000004625311,0.00002121906,0.00009978708,0.00007992511,0.002180179,0.9877741,0.00001632743,0.000482751,0.000008276446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983614,0.0002726684,0.0007645694,0.00001251582,0.000009979209,0.00001158013,0.00004646088,0.00003933375,0.0004813976],"genre_scores_gemma":[0.9985039,0.0001137603,0.0007183261,0.000009440088,0.000002526876,0.000004798782,0.00004699737,0.00001762995,0.0005826437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877953,"threshold_uncertainty_score":0.005231977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815734658484297,"score_gpt":0.3572466784447345,"score_spread":0.2990893318598916,"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."}}