{"id":"W4386759315","doi":"10.1016/j.mtcomm.2023.107127","title":"The impact of welding heat input on microstructure, micro-texture, and mechanical properties of stir zone in friction stir welded DP600 steel","year":2023,"lang":"en","type":"article","venue":"Materials Today Communications","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Bainite; Friction stir welding; Austenite; Welding; Metallurgy; Microstructure; Ferrite (magnet); Recrystallization (geology); Electron backscatter diffraction; Ultimate tensile strength; Dynamic recrystallization; Composite material; Hot working","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":[0.0001726807,0.0001361724,0.0002176921,0.0001771205,0.0002279733,0.0003458068,0.0001861429,0.0002494981,0.001492633],"category_scores_gemma":[0.0005100843,0.0001883603,0.0002000348,0.0001897219,0.0003519303,0.0002250577,0.0001542695,0.0002023201,0.00015763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971546,"about_ca_system_score_gemma":0.0001953259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334629,"about_ca_topic_score_gemma":0.004799393,"domain_scores_codex":[0.9998729,0.00001578273,0.000006687444,0.00002071655,0.00005630306,0.00002759083],"domain_scores_gemma":[0.9996839,0.0001422259,0.00004500932,0.00001635046,0.00008513562,0.00002749899],"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":[0.001370552,0.00005115212,0.003828029,0.00009541393,0.00001518822,0.0002167999,0.00009892257,0.002659681,0.987825,0.00006135918,0.00008098617,0.003696897],"study_design_scores_gemma":[0.00003724408,0.000859981,0.1244195,0.000008884494,0.00003807741,0.0001266264,0.0002793131,0.009482525,0.864273,0.00005609307,0.0003973172,0.00002152141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991537,0.0001265112,0.000258042,0.00001015056,0.000004534029,0.000002896271,0.00003496511,0.00001308666,0.0003959834],"genre_scores_gemma":[0.9996879,0.00003179609,0.00005776701,0.000003512487,0.000001400602,0.000001064424,0.00002095847,0.00000387013,0.0001916199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003334629,"threshold_uncertainty_score":0.00663048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245705895632712,"score_gpt":0.278343461220827,"score_spread":0.2537728716575558,"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."}}