{"id":"W1984296810","doi":"10.1063/2.1404105","title":"Dissimilar ultrasonic spot welding of Mg-Al and Mg-high strength low alloy steel","year":2014,"lang":"en","type":"article","venue":"Theoretical and Applied Mechanics Letters","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Spot welding; Eutectic system; Welding; Intermetallic; Brittleness; Alloy; Ultimate tensile strength; Composite material; Metallurgy; Shear strength (soil); Shear (geology); Composite number; Lap joint","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":[0.0001327207,0.000288909,0.0002359472,0.0002918026,0.0001264917,0.0002003249,0.0003808522,0.0002408915,0.0007659135],"category_scores_gemma":[0.0002584457,0.000226745,0.0001833604,0.0002708229,0.0002253714,0.0001939981,0.0003183608,0.0001747197,0.0002333362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578748,"about_ca_system_score_gemma":0.0001565704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007074953,"about_ca_topic_score_gemma":0.001468316,"domain_scores_codex":[0.9997984,0.0000138388,0.00001178101,0.000037326,0.0001098478,0.00002875757],"domain_scores_gemma":[0.9998726,0.00001162585,0.00004005037,0.00002501109,0.00002704806,0.00002366398],"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":[0.00006927942,0.000007790019,0.000456716,0.00003878182,0.000004610814,0.00007445637,0.00002836243,0.0002267247,0.9967623,0.0001510134,0.00001813076,0.00216186],"study_design_scores_gemma":[0.00002248852,0.0006082293,0.008946725,0.000003066451,0.00001880855,0.0002444098,0.00003884268,0.003393367,0.9849657,0.00008266603,0.001667702,0.000007952419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943058,0.0002259689,0.003717292,0.000009430128,0.00001132413,0.0000151829,0.00002855114,0.0000502726,0.001636147],"genre_scores_gemma":[0.9958289,0.00005269443,0.003024934,0.000005836534,0.000003380015,0.000006635025,0.00003417447,0.000006504223,0.001036947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007659135,"threshold_uncertainty_score":0.002562284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00230757236676441,"score_gpt":0.1800331367229633,"score_spread":0.1777255643561989,"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."}}