{"id":"W2074128815","doi":"10.4028/www.scientific.net/msf.524-525.679","title":"The Effect of Plastic Anisotropy on the Residual Stress within a 316L Stainless Steel Bead-on-Plate Specimen","year":2006,"lang":"en","type":"article","venue":"Materials science forum","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Residual stress; Anisotropy; Diffraction; Neutron diffraction; Welding; Bead; Composite material; Optics","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":[0.0002684695,0.0002546995,0.000267826,0.0002513176,0.000295752,0.0002700792,0.0003594852,0.0002037684,0.0008846797],"category_scores_gemma":[0.0005101033,0.0002339011,0.0001122575,0.0002723566,0.0006399211,0.0001925335,0.0001865659,0.0002730122,0.0001947946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913044,"about_ca_system_score_gemma":0.0003321664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188771,"about_ca_topic_score_gemma":0.005170651,"domain_scores_codex":[0.9997472,0.00001649077,0.00001681687,0.00005266805,0.0001287143,0.00003807774],"domain_scores_gemma":[0.9994329,0.0001848631,0.0001427968,0.00009193991,0.00009679584,0.00005069604],"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":[0.00008924994,0.00000741676,0.001313571,0.00002563028,0.000004018893,0.00008806516,0.00005490005,0.0006484359,0.9963573,0.00004550766,0.00001143785,0.001354442],"study_design_scores_gemma":[0.000004785992,0.0002352348,0.03826658,0.000004861226,0.00001105094,0.0002163551,0.0000893014,0.002145649,0.9586933,0.0000265305,0.000296006,0.00001036278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969738,0.0001001962,0.002116325,0.00001659728,0.000005031785,0.000006773242,0.00009082189,0.00004422453,0.0006462918],"genre_scores_gemma":[0.9986041,0.00005880474,0.0009233459,0.00000487024,0.000001472705,0.000003181809,0.00005562808,0.00001128566,0.0003374131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00188771,"threshold_uncertainty_score":0.003753483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004660844173968007,"score_gpt":0.1921019699844383,"score_spread":0.1874411258104703,"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."}}