{"id":"W7001652389","doi":"","title":"Laser-ultrasonic measurements of residual stresses on aluminum 7075 surface-treated by low plasticity burnishing","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residual stress; Burnishing (metal); Anisotropy; Residual; Surface finish; Ultrasonic sensor; Texture (cosmology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009101325,0.0002912348,0.0002974371,0.00005062437,0.00008709681,0.00004707222,0.0002291073,0.0001780405,0.0005773369],"category_scores_gemma":[0.00006013592,0.0002502814,0.00006584252,0.0001629681,0.00007677347,0.0001200782,0.00002489061,0.0003413175,0.00005918922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004835286,"about_ca_system_score_gemma":0.00002055356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009129378,"about_ca_topic_score_gemma":0.0001925977,"domain_scores_codex":[0.9985572,0.00004004761,0.0002722302,0.0002534153,0.0004758124,0.0004013089],"domain_scores_gemma":[0.9992691,0.0002270699,0.00006231741,0.0002401022,0.00006738016,0.0001339885],"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":[0.0000486127,0.0002266892,0.03814016,0.00007975165,0.0001970982,0.00001099463,0.00009181108,0.008768986,0.9422421,0.00000659277,0.00871002,0.001477115],"study_design_scores_gemma":[0.0008729752,0.0001052051,0.008744432,0.0001001483,0.00004953176,0.000001150443,0.00003906553,0.0007015726,0.9888379,0.00002340553,0.000273432,0.00025121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887476,0.00008269751,0.00001053752,0.00002886038,0.0003180667,0.0001788809,0.0001612378,0.0002473585,0.01022479],"genre_scores_gemma":[0.9989582,0.00004870256,0.0005231727,0.00000603336,0.00005878159,0.00000801395,0.00005558959,0.00004947273,0.0002920343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0465957,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457569641112319,"score_gpt":0.2223170052113245,"score_spread":0.2077413088002013,"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."}}