{"id":"W2896820596","doi":"10.2351/1.5063086","title":"Effects of different joining geometries on cracking susceptibility and process efficiency using multi-alloy aluminum","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Welding; Materials science; Laser beam welding; Flange; Electric resistance welding; Enhanced Data Rates for GSM Evolution; Cracking; Alloy; Fillet (mechanics); Heat-affected zone; Doors; Fillet weld; Fabrication; Metallurgy; Mechanical engineering; Composite material; Computer science; 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":[0.0006430506,0.0004558547,0.000392098,0.0006609531,0.0002234081,0.0005197994,0.0003936803,0.0004976075,0.001144091],"category_scores_gemma":[0.001827249,0.0003755956,0.0003846428,0.0004120297,0.0002291422,0.0004208878,0.0003739662,0.0002847234,0.0002725885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573791,"about_ca_system_score_gemma":0.000123586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004404421,"about_ca_topic_score_gemma":0.0007044959,"domain_scores_codex":[0.9994656,0.00007716379,0.00005122443,0.0001117143,0.0002093746,0.00008492196],"domain_scores_gemma":[0.997905,0.000946403,0.0004451232,0.0003193986,0.0002796401,0.0001043635],"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":[0.0005702482,0.00007254609,0.00230135,0.0001465852,0.00002762803,0.0001159925,0.0001473198,0.003918806,0.9865696,0.00005521569,0.0000325426,0.006042125],"study_design_scores_gemma":[0.00001463871,0.001592918,0.01152079,0.00001057965,0.00008557522,0.0001250018,0.00009385264,0.005135753,0.9810165,0.00002284466,0.0003644472,0.00001714963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967326,0.0005868337,0.002018064,0.000009229178,0.000007153261,0.00001255779,0.00004028714,0.00009524657,0.0004980334],"genre_scores_gemma":[0.9981718,0.0001580237,0.001254574,0.000004399903,0.000002575547,0.000004550247,0.00003855803,0.00004442508,0.000321061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144091,"threshold_uncertainty_score":0.003827333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168198843612331,"score_gpt":0.2629698500745714,"score_spread":0.251287861638448,"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."}}