{"id":"W4210690855","doi":"10.1007/s00170-022-08783-3","title":"Overlap laser welding of 5052-H36 aluminum alloy: experimental investigation of process parameters and mechanical designs","year":2022,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Welding; Undercut; Laser beam welding; Composite material; Perpendicular; Electric resistance welding; Laser; Oscillation (cell signaling); Optics; Geometry","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":[0.000388372,0.0004150439,0.0003739047,0.0003913014,0.0003033136,0.0003132157,0.0003388525,0.0004365605,0.001807504],"category_scores_gemma":[0.0003794513,0.0002701897,0.0002498895,0.0005135236,0.0002252799,0.00029396,0.0002618945,0.0002237711,0.0003407909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440203,"about_ca_system_score_gemma":0.0002158537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007698231,"about_ca_topic_score_gemma":0.001282435,"domain_scores_codex":[0.9995814,0.00003822167,0.00002147097,0.00008458776,0.0002189715,0.00005533879],"domain_scores_gemma":[0.9996779,0.00005943615,0.0000916387,0.00007384931,0.00007744738,0.00001971405],"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":[0.0001715209,0.00005988446,0.001088518,0.0001316709,0.000007785357,0.00007146523,0.0001504519,0.001033839,0.9925374,0.00007200177,0.00004790908,0.004627478],"study_design_scores_gemma":[0.00001477999,0.001181697,0.01393401,0.000008230839,0.00002784109,0.0001066651,0.0001270207,0.003607753,0.979447,0.00003508369,0.001492822,0.00001707502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961814,0.0002229622,0.002603089,0.000006536926,0.000005785489,0.00002256501,0.00009182486,0.00005843332,0.0008073593],"genre_scores_gemma":[0.9958554,0.00008195033,0.003312233,0.000003644695,0.000002970302,0.00002140707,0.00005616723,0.00001611963,0.0006501084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807504,"threshold_uncertainty_score":0.006046712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461309524965705,"score_gpt":0.2544250755639578,"score_spread":0.2398119803143008,"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."}}