{"id":"W4392613611","doi":"10.1007/s00170-024-13352-x","title":"Strategy for double-side friction stir welding of thick Mg4Y3Gd alloy joints","year":2024,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"King Saud University","keywords":"Friction stir welding; Welding; Alloy; Materials science; Metallurgy; Structural engineering; Mechanical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013454,0.0004892437,0.0005367438,0.0004155718,0.0004624199,0.0004058699,0.0004989628,0.0004563516,0.001507205],"category_scores_gemma":[0.0001060079,0.0003082602,0.0003896425,0.0002675831,0.0002284762,0.0002949869,0.0007144446,0.0004364284,0.0009560643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419524,"about_ca_system_score_gemma":0.0005464735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006905982,"about_ca_topic_score_gemma":0.002189545,"domain_scores_codex":[0.9998554,0.000007040481,0.000007439535,0.0000391587,0.00004960217,0.00004145717],"domain_scores_gemma":[0.9999431,0.000003605692,0.00001208785,0.00001165631,0.00001527717,0.00001428308],"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":[0.00007595868,0.00001884878,0.0002090348,0.000116595,0.00001001779,0.0001228886,0.00007745565,0.0006642946,0.9911664,0.001187795,0.0001564841,0.006194243],"study_design_scores_gemma":[0.00003165934,0.0003362236,0.001179284,0.00001004287,0.00002471253,0.000307425,0.00007829995,0.007363615,0.9840235,0.000472122,0.006147273,0.00002581947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8392124,0.001967289,0.1379504,0.0002440269,0.0002140885,0.000243774,0.0001809244,0.0008159589,0.01917117],"genre_scores_gemma":[0.9484686,0.0003128118,0.0445201,0.00004014494,0.000009910931,0.0000509003,0.0001029053,0.00004628509,0.006448389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001507205,"threshold_uncertainty_score":0.005042076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745878981861691,"score_gpt":0.2879204419438426,"score_spread":0.2704616521252257,"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."}}