{"id":"W2795194423","doi":"10.3390/met8040229","title":"Microstructure and Mechanical Properties of Ultrasonic Spot Welded Mg/Al Alloy Dissimilar Joints","year":2018,"lang":"en","type":"article","venue":"Metals","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Metropolitan University","funders":"","keywords":"Materials science; Welding; Eutectic system; Microstructure; Composite material; Ultimate tensile strength; Spot welding; Alloy; Magnesium alloy; Metallurgy","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":[0.0001119281,0.0001302145,0.0001099755,0.0003572818,0.0001038257,0.0001642514,0.0001840931,0.0002182319,0.0006307461],"category_scores_gemma":[0.000237737,0.0001711407,0.0001129822,0.0001860437,0.0001995776,0.0001382586,0.000103912,0.00007649049,0.0001190491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576333,"about_ca_system_score_gemma":0.00007294206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009340651,"about_ca_topic_score_gemma":0.001541491,"domain_scores_codex":[0.9998953,0.000007424451,0.000006490263,0.00002139598,0.0000570414,0.00001234664],"domain_scores_gemma":[0.999879,0.00001432216,0.00004706605,0.00001004963,0.00003389216,0.0000157227],"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":[0.00004870926,0.000006905359,0.001557828,0.00001926161,0.000003604269,0.00004812672,0.00003830624,0.0003153131,0.9970009,0.00002400197,0.000006306595,0.0009306913],"study_design_scores_gemma":[0.00002039006,0.0009080525,0.161971,0.000006056804,0.00004665146,0.0004167035,0.0002191034,0.006049173,0.8294228,0.00005705819,0.0008659319,0.00001716969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992862,0.0001070937,0.0003697318,0.000001857611,0.000001521923,0.000002733834,0.00001733901,0.000008074114,0.0002054301],"genre_scores_gemma":[0.9993814,0.00002733837,0.0002691814,0.000002232682,7.13461e-7,0.000002132096,0.00002053385,0.00000240143,0.0002939856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009340651,"threshold_uncertainty_score":0.002110004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437592067222378,"score_gpt":0.236023825996629,"score_spread":0.2216479053244052,"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."}}