{"id":"W2015972226","doi":"10.1115/ipc2008-64559","title":"Development of a Multi-Pass Weld Transverse Cracking Test","year":2008,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Cracking; Weldability; Welding; Materials science; Transverse plane; Metallurgy; Fillet weld; Perpendicular; Structural engineering; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007053454,0.0001165781,0.0001332347,0.00007531,0.00004676253,0.000003336316,0.0001168355,0.00004913399,0.00006543382],"category_scores_gemma":[0.00004949849,0.0001168727,0.00002989769,0.0001296575,0.00004010014,0.00007787702,0.00001686196,0.00009405668,0.0000155462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006063003,"about_ca_system_score_gemma":0.00002717465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001455242,"about_ca_topic_score_gemma":0.00002806959,"domain_scores_codex":[0.9994034,0.000004455595,0.0002229847,0.0001041501,0.0001049368,0.0001601378],"domain_scores_gemma":[0.9996954,0.00006933826,0.00002110676,0.000137232,0.00003734637,0.0000396132],"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":[0.0000043809,0.0001491577,0.03840248,0.0001947204,0.00006070397,0.0000433575,0.004304362,0.0001376973,0.9484937,0.001300907,0.0005508751,0.006357689],"study_design_scores_gemma":[0.0006323429,0.00004057326,0.08810474,0.0001494812,0.00001236662,0.00007935047,0.0001557473,0.004375825,0.9039931,0.0009214148,0.0009774494,0.0005576199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7424185,0.00002258164,0.2315257,0.000007357209,0.00005664894,0.0001495408,0.000002421589,0.001705404,0.02411177],"genre_scores_gemma":[0.4849528,0.000003211349,0.5149968,0.000003308357,0.000005269238,0.000007117325,6.607924e-7,0.00001529503,0.00001556834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.283471,"threshold_uncertainty_score":0.476593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998932313769485,"score_gpt":0.2458782147250503,"score_spread":0.2058888915873555,"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."}}