{"id":"W4315780359","doi":"10.1007/s40195-023-01521-y","title":"EBSD Characterization of Microstructure and Micro-texture in a Friction Stir-Welded DP600 Steel","year":2023,"lang":"en","type":"article","venue":"Acta Metallurgica Sinica (English Letters)","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Electron backscatter diffraction; Materials science; Microstructure; Metallurgy; Martensite; Austenite; Grain boundary; Texture (cosmology); Ferrite (magnet); Recrystallization (geology); Volume fraction; Grain size; Composite material","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":[0.0001489272,0.0001585978,0.0002030766,0.0005054693,0.0002788154,0.0002604148,0.0002419828,0.0003851435,0.002033153],"category_scores_gemma":[0.0002572241,0.0001726608,0.0001522322,0.0002781909,0.0002145111,0.0001843123,0.00009965598,0.0002352811,0.0003100029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807156,"about_ca_system_score_gemma":0.0001739907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007069,"about_ca_topic_score_gemma":0.004840985,"domain_scores_codex":[0.9998368,0.000004630544,0.00001203496,0.00004342212,0.00008940555,0.00001364236],"domain_scores_gemma":[0.9997749,0.00003308643,0.00002505171,0.00002080357,0.0001264857,0.00001974419],"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":[0.0000556488,0.000009821192,0.000580568,0.00003067921,0.000002743708,0.00007992097,0.00004219213,0.0001358632,0.9961923,0.00003560104,0.00004627795,0.002788318],"study_design_scores_gemma":[0.00001094538,0.0002050066,0.07329534,0.000008178902,0.00002360155,0.0004020163,0.0002083605,0.002338256,0.920937,0.00007213077,0.00248551,0.00001354824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875974,0.0005766628,0.007733718,0.00005111005,0.00002679269,0.0000180967,0.0005649978,0.0001656884,0.003265449],"genre_scores_gemma":[0.9915671,0.0001355771,0.00463318,0.00001851169,0.000005733133,0.000006707022,0.0003494163,0.00002074726,0.003262844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003007069,"threshold_uncertainty_score":0.006801546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007234941926945744,"score_gpt":0.2145815781955937,"score_spread":0.207346636268648,"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."}}