{"id":"W4292507974","doi":"10.1016/s1003-6326(22)65938-7","title":"Base material location dependence of corrosion response in friction-stir-welded dissimilar 2024-to-5083 aluminum alloy joints","year":2022,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Metallurgy; Electron backscatter diffraction; Alloy; Corrosion; Intergranular corrosion; Ultimate tensile strength; Scanning electron microscope; Friction stir welding; Welding; 6111 aluminium alloy; Composite material; Microstructure","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":[],"consensus_categories":[],"category_scores_codex":[0.000771031,0.0002049354,0.0005040428,0.0002508874,0.0001257064,0.000006189862,0.0002914277,0.00009546462,0.0006088603],"category_scores_gemma":[0.00003171946,0.0002422225,0.0003376293,0.0009907513,0.00006907871,0.0002092629,0.00003010035,0.0002849682,0.000001155287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137167,"about_ca_system_score_gemma":0.00005775413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003073798,"about_ca_topic_score_gemma":0.0000339504,"domain_scores_codex":[0.9982079,0.0001504341,0.0007097662,0.0002597898,0.0004548594,0.0002172306],"domain_scores_gemma":[0.9991161,0.00009655423,0.0001833686,0.0004393559,0.0000985548,0.0000660781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002568857,0.000161012,0.00006076901,0.0001413294,0.00005232124,9.617163e-7,0.001397874,0.5519755,0.4455235,0.000006422804,0.0001684844,0.0002548583],"study_design_scores_gemma":[0.0007324629,0.0005787561,0.004785498,0.0001604914,0.0002990512,0.00001515896,0.001757605,0.1793431,0.8114112,0.0003203621,0.0001789412,0.0004173781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5344009,0.00004575894,0.464723,0.0001237427,0.0001813636,0.0002549873,0.0001555164,0.0000911993,0.0000234833],"genre_scores_gemma":[0.9539081,0.0001513267,0.0456577,0.00001155272,0.000009684403,0.00009249155,0.00002317517,0.00004112893,0.0001048656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4195071,"threshold_uncertainty_score":0.9877548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320764842394519,"score_gpt":0.2486101910895483,"score_spread":0.2354025426656031,"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."}}