{"id":"W2782174363","doi":"10.1007/s40194-017-0540-z","title":"Influence of alloy elements on microstructure and mechanical properties of Al/steel dissimilar joint by laser welding/brazing","year":2018,"lang":"en","type":"article","venue":"Welding in the World","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Materials science; Intermetallic; Microstructure; Brazing; Alloy; Brittleness; Joint (building); Welding; Composite material; Metallurgy; Solid mechanics; Layer (electronics); Structural 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":[0.0001733409,0.0001380194,0.0001951519,0.0001772264,0.000232358,0.0003350063,0.0002230862,0.0002060335,0.001428324],"category_scores_gemma":[0.0003902942,0.0001815479,0.0001892255,0.0001940258,0.000228206,0.000219369,0.0001505242,0.0001418023,0.0001776809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372812,"about_ca_system_score_gemma":0.0001600584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684045,"about_ca_topic_score_gemma":0.00278281,"domain_scores_codex":[0.999886,0.00001392077,0.000005653502,0.00002272346,0.00005289539,0.00001878454],"domain_scores_gemma":[0.9998467,0.00004236242,0.00004009878,0.00001234657,0.00004483256,0.00001368443],"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":[0.0003081644,0.00002169269,0.001486632,0.00005046772,0.00001276349,0.00006190952,0.00005976603,0.001359536,0.9938496,0.00009900049,0.00003214094,0.002658295],"study_design_scores_gemma":[0.0000227183,0.0003348896,0.01581646,0.000004282282,0.00006163996,0.00008882285,0.000111429,0.007684851,0.9751396,0.00006343471,0.0006604101,0.00001162294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981737,0.0002534068,0.0008576905,0.00000999561,0.000006087968,0.000003182403,0.00001228099,0.00001967756,0.0006639258],"genre_scores_gemma":[0.9992249,0.00005413059,0.00027301,0.000003650452,0.000001882855,0.00000123631,0.000009070438,0.000006437414,0.0004256008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001684045,"threshold_uncertainty_score":0.004778266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107005016879168,"score_gpt":0.2384589539282261,"score_spread":0.2273889037594344,"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."}}