{"id":"W3195956242","doi":"10.3390/jmmp5030093","title":"A Comparative Study on Fatigue Response of Aluminum Alloy Friction Stir Welded Joints at Various Post-Processing and Treatments","year":2021,"lang":"en","type":"article","venue":"Journal of Manufacturing and Materials Processing","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Welding; Friction stir welding; Metallurgy; Burnishing (metal); Alloy; Aluminium; Microstructure; Composite material; Polishing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001427973,0.0003369112,0.0003071923,0.000239883,0.0001820105,0.0001511432,0.0002026478,0.0003017906,0.001123263],"category_scores_gemma":[0.0002248514,0.0001191926,0.0002624469,0.0001577341,0.0001335682,0.0001842694,0.0000824304,0.0001906489,0.0002116594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114771,"about_ca_system_score_gemma":0.00008206374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006498254,"about_ca_topic_score_gemma":0.001689338,"domain_scores_codex":[0.9998666,0.00001219838,0.00001049435,0.00003434184,0.00004973807,0.00002667927],"domain_scores_gemma":[0.9998199,0.00002376697,0.00004003986,0.00001776339,0.00008331751,0.00001525359],"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":[0.00007840034,0.00001315233,0.0004519272,0.00005800068,0.000005695829,0.00003562396,0.00004471541,0.00008692348,0.9969251,0.000009046291,0.00001011802,0.002281321],"study_design_scores_gemma":[0.000003360223,0.001142616,0.01752875,0.000005214849,0.00003774275,0.0001426538,0.00008055703,0.0007014115,0.9791566,0.00001373042,0.001178813,0.000008573677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965558,0.0009093488,0.001893986,0.000008251622,0.00001105639,0.00001326918,0.00007586204,0.00003554935,0.0004969308],"genre_scores_gemma":[0.9958696,0.0003280821,0.001902694,0.00001653247,0.000006447964,0.00002036012,0.0001523803,0.0000167887,0.001687031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123263,"threshold_uncertainty_score":0.003757656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269967452510721,"score_gpt":0.2910529423667946,"score_spread":0.2640561971157225,"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."}}