{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002720827,0.0002896302,0.0005118587,0.0004640138,0.00005280429,0.00005222458,0.0002583706,0.0002342319,0.00006007714],"category_scores_gemma":[0.000117,0.0002983359,0.0001333751,0.001122353,0.00007300076,0.0004229666,0.0001103647,0.0004010831,0.000005226518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000746693,"about_ca_system_score_gemma":0.000008454032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008235198,"about_ca_topic_score_gemma":0.000007026574,"domain_scores_codex":[0.9984261,0.0000734099,0.0005441941,0.0003975668,0.0002059111,0.0003528361],"domain_scores_gemma":[0.9991457,0.0001154594,0.0001535369,0.000441687,0.00007069932,0.00007287992],"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":[0.00002025402,0.00001601376,0.0003893884,0.00008933064,0.00009535086,0.00002315755,0.0006400782,0.001594519,0.9955137,0.00003486677,0.0008471014,0.0007361941],"study_design_scores_gemma":[0.005924396,0.0002965842,0.2099004,0.0009130692,0.001060738,0.00009620762,0.0009732666,0.1120315,0.4010966,0.000678018,0.2630371,0.003992069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953112,0.00006774198,0.002441442,0.0007596269,0.0002525139,0.0002761569,0.00005405709,0.0007213704,0.0001159042],"genre_scores_gemma":[0.9962576,0.0006791574,0.002325112,0.0001848726,0.0001353028,0.00002998357,0.0002581082,0.00006898803,0.00006089382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5944171,"threshold_uncertainty_score":0.9999469,"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."}}