{"id":"W4392198230","doi":"10.3390/met14030277","title":"Effect of Dispersing In Situ Al-Cu Intermetallic Compounds on Joint Strength in Friction Stir Welding of AA3003-H18 Sheets","year":2024,"lang":"en","type":"article","venue":"Metals","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Intermetallic; Friction stir welding; Welding; Joint (building); Materials science; In situ; Metallurgy; Composite material; Structural engineering; Chemistry; Alloy; Engineering","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":[0.0006563099,0.0001924243,0.0005452007,0.0008095413,0.00001146606,0.0000191108,0.0001125078,0.0000707674,0.00002968034],"category_scores_gemma":[0.00008228004,0.0001780329,0.0001817742,0.0007292703,0.00002798396,0.0001821505,0.00004487665,0.0002592386,0.000004488429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540125,"about_ca_system_score_gemma":0.000004599414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006040726,"about_ca_topic_score_gemma":0.0000585147,"domain_scores_codex":[0.9987945,0.00009640984,0.0005025412,0.0002261039,0.0001838359,0.0001966163],"domain_scores_gemma":[0.999436,0.0002344008,0.00005607151,0.0002325156,0.00001222164,0.00002877111],"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":[0.0000399595,0.00006420076,0.0005941122,0.0008639015,0.0002158822,0.00002858366,0.0004553602,0.2193401,0.7499001,0.000355658,0.0001228711,0.02801933],"study_design_scores_gemma":[0.0002096347,0.0002163595,0.0005066508,0.001133231,0.00008688095,0.000002411814,0.0000304307,0.1796257,0.8175939,0.0001782468,0.0002437288,0.00017284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846994,0.0006598458,0.01288163,0.00003011984,0.0001463019,0.000173403,0.000006277084,0.0002017472,0.00120129],"genre_scores_gemma":[0.9972988,0.000127629,0.002475945,0.000005093733,0.00001674939,0.00001715594,0.000009544398,0.00003726051,0.00001181041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0676938,"threshold_uncertainty_score":0.725997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097722572810664,"score_gpt":0.2736501431696829,"score_spread":0.2626729174415762,"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."}}