{"id":"W970868369","doi":"10.1007/s11661-015-3079-x","title":"Dissimilar Laser Welding/Brazing of 5754 Aluminum Alloy to DP 980 Steel: Mechanical Properties and Interfacial Microstructure","year":2015,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Brazing; Microstructure; Filler metal; Welding; Wetting; Composite material; Alloy; Metallurgy; Intermetallic; Brittleness; Joint (building); Aluminium; Arc welding","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":[0.0001682698,0.0001796314,0.0004043532,0.00008145387,0.00005671786,0.00007242048,0.00008953342,0.0001181425,0.0002053029],"category_scores_gemma":[0.00001740546,0.0001502584,0.00005087111,0.0001280547,0.00006576739,0.0001527175,0.00002757269,0.0001005159,0.000002364783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002209723,"about_ca_system_score_gemma":0.000006474818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003472171,"about_ca_topic_score_gemma":0.0000383708,"domain_scores_codex":[0.9991104,0.00003272279,0.0003224163,0.000220344,0.0001233455,0.0001907571],"domain_scores_gemma":[0.999607,0.0000127938,0.00002977273,0.0001296824,0.00004792388,0.0001728748],"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":[0.0001227106,0.0000325962,0.000001416815,0.0001324797,0.0001519178,0.00001084056,0.0003545774,0.01290803,0.9841166,0.0001056805,0.00005282618,0.002010381],"study_design_scores_gemma":[0.0004590031,0.0001305232,0.00005295889,0.00008377436,0.0002043403,0.00007085403,0.0001910093,0.002572237,0.9780765,0.000601207,0.01721777,0.0003398848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073239,0.0001422497,0.1917311,0.0001641483,0.0001747978,0.0001793117,0.00005495441,0.0001968596,0.00003269966],"genre_scores_gemma":[0.9849281,0.0002101779,0.01464006,0.00002751104,0.00003459444,0.00003376903,0.000005276779,0.00002976832,0.00009070899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776042,"threshold_uncertainty_score":0.612736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500630561716488,"score_gpt":0.2271960668724643,"score_spread":0.2021897612552994,"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."}}