{"id":"W4394745327","doi":"10.62913/engj.v41i2.828","title":"Behavior of Transverse Fillet Welds: Experimental Program","year":2004,"lang":"en","type":"article","venue":"Engineering Journal","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Buckland & Taylor (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fillet weld; Welding; Transverse plane; Parametric statistics; Fillet (mechanics); Structural engineering; Toughness; Mechanical engineering; Materials science; Engineering; Composite material; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006285466,0.000134083,0.0001431426,0.00009439265,0.0000265309,0.00002116976,0.0001134803,0.00007088594,0.00009463666],"category_scores_gemma":[0.000006282903,0.0001310765,0.0001002853,0.0000970467,0.000008607424,0.0001156031,0.000005986345,0.0003035195,0.000007508766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006966283,"about_ca_system_score_gemma":0.00001256632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001676049,"about_ca_topic_score_gemma":3.578318e-7,"domain_scores_codex":[0.9993625,0.000002842743,0.0002137218,0.00006139445,0.0001515064,0.0002080194],"domain_scores_gemma":[0.9997577,0.000006263602,0.00002222959,0.00009546441,0.00001785198,0.000100454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007214064,0.0002036423,0.00001715192,0.00006231261,0.00007691822,0.0001342344,0.001284089,0.7370796,0.2525833,0.0004525611,0.0002662666,0.007832816],"study_design_scores_gemma":[0.00199794,0.0004819014,0.0004962548,0.0002171572,0.00006639604,0.0006523441,0.0003150294,0.02024514,0.9630464,0.00003571417,0.01192607,0.000519699],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234951,0.001402755,0.07274162,0.00002566684,0.001457625,0.0001993054,0.000006844726,0.0003796712,0.00029145],"genre_scores_gemma":[0.9789737,0.0000430769,0.02077652,0.000004400274,0.0001394566,0.00001689984,0.000002323321,0.00003739088,0.00000626999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7168344,"threshold_uncertainty_score":0.5345143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006531914466415339,"score_gpt":0.2127334219687252,"score_spread":0.2062015075023099,"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."}}