{"id":"W4403044157","doi":"10.1007/s40194-024-01840-3","title":"A comprehensive study on laser welding of stainless steel 301LN in lap joint configuration","year":2024,"lang":"en","type":"article","venue":"Welding in the World","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Materials science; Solid mechanics; Welding; Joint (building); Lap joint; Laser beam welding; Metallurgy; Composite material; Structural 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":[0.0002864717,0.0002270321,0.0003959091,0.0005247559,0.0004898001,0.0004504536,0.0003875124,0.0003404289,0.002220573],"category_scores_gemma":[0.0002404626,0.0001311941,0.0004508542,0.001069653,0.0002266839,0.0003758909,0.0002386629,0.0001348298,0.0004817273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803941,"about_ca_system_score_gemma":0.0005399341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982902,"about_ca_topic_score_gemma":0.003067927,"domain_scores_codex":[0.9997348,0.0000316819,0.00001420017,0.00004509265,0.0001427008,0.00003150515],"domain_scores_gemma":[0.999874,0.00002651176,0.00002333075,0.00001861335,0.00004916886,0.000008261042],"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":[0.0006779193,0.0002604256,0.02187984,0.001875531,0.0001312877,0.001079577,0.001105877,0.03081354,0.74604,0.004965851,0.001231572,0.1899385],"study_design_scores_gemma":[0.00002855768,0.005115335,0.2938143,0.0002159526,0.0005479342,0.003823759,0.003075933,0.04025509,0.5813391,0.002336955,0.06926773,0.0001793615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652289,0.003493394,0.01246529,0.00003575732,0.00001859728,0.00002785394,0.0001374226,0.0001029112,0.01848981],"genre_scores_gemma":[0.9873424,0.001590068,0.002994339,0.00001527154,0.00001047354,0.000009080841,0.0001921388,0.00003004683,0.007816108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002220573,"threshold_uncertainty_score":0.007428527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538428387462626,"score_gpt":0.2861057230931557,"score_spread":0.2507214392185294,"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."}}