{"id":"W2098230288","doi":"10.5897/jmer.9000016","title":"Effects of eccentricity and arc rotational speed on weld bead geometry in pulsed GMA welding of 5083 aluminum alloy","year":2011,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rotational speed; Materials science; Arc (geometry); Welding; Eccentricity (behavior); Rotation (mathematics); Reversing; Butt joint; Factorial experiment; Mechanics; Composite material; Structural engineering; Metallurgy; Geometry; Mechanical engineering; Mathematics; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004974937,0.0002953125,0.0002286047,0.0002325096,0.0001027412,0.0002770443,0.0001920278,0.0002710026,0.0005181311],"category_scores_gemma":[0.001563521,0.0002702114,0.0002176085,0.0001952822,0.0003071809,0.0002279709,0.0001649256,0.0001709585,0.0001392311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325863,"about_ca_system_score_gemma":0.0001245448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004417026,"about_ca_topic_score_gemma":0.0005847408,"domain_scores_codex":[0.999584,0.0001340272,0.00003393749,0.00007113926,0.0001307754,0.0000461219],"domain_scores_gemma":[0.9984598,0.0009371475,0.000371195,0.00008348093,0.0001107123,0.00003765178],"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":[0.0009250118,0.00007962617,0.005102307,0.0001449849,0.00001720858,0.000195796,0.0001570564,0.009653955,0.9696677,0.0001093955,0.00002274975,0.01392412],"study_design_scores_gemma":[0.00003257284,0.004132216,0.07211903,0.00001836755,0.00008706158,0.0004620577,0.000134227,0.02166975,0.9007315,0.0001414589,0.0004374741,0.0000343522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968445,0.000161514,0.002756797,0.000004988601,0.000002097504,0.000005428674,0.00001155744,0.00001474212,0.0001983426],"genre_scores_gemma":[0.9990557,0.00005260928,0.0007246627,0.000001418273,6.039737e-7,0.000002314477,0.000008094282,0.000004287132,0.000150263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005181311,"threshold_uncertainty_score":0.002631009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327730671211484,"score_gpt":0.2722195807637496,"score_spread":0.2389422740516347,"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."}}