{"id":"W2280923908","doi":"10.1115/ipc2002-27056","title":"Development of 36” EmatScan® Crack Detection (CD) Tool","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Electromagnetic acoustic transducer; Welding; Stress corrosion cracking; Transducer; Acoustic emission; Natural gas; Cracking; Hydrostatic pressure; Hydrostatic test; Engineering; Materials science; Stress (linguistics); Nominal Pipe Size; Mechanical engineering; Structural engineering; Corrosion; Acoustics; Metallurgy; Composite material; Electrical engineering; Ultrasonic testing; Ultrasonic sensor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001330096,0.000593516,0.000551294,0.001724258,0.0003318716,0.0007543089,0.002140515,0.0007434403,0.006253334],"category_scores_gemma":[0.002512772,0.0005317524,0.0004634024,0.00064337,0.000447935,0.000831535,0.0009115005,0.0007053511,0.001873619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006775596,"about_ca_system_score_gemma":0.002197567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003435197,"about_ca_topic_score_gemma":0.004601862,"domain_scores_codex":[0.9972895,0.00008557335,0.0001195896,0.0003472069,0.002023558,0.0001344872],"domain_scores_gemma":[0.998078,0.0002162291,0.0001200296,0.0002194497,0.001232401,0.0001339004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002691139,0.0001323128,0.00440314,0.0003699573,0.00003216454,0.0005026686,0.0002975247,0.0051522,0.4458441,0.00608278,0.01554636,0.5213677],"study_design_scores_gemma":[0.0001368461,0.001300962,0.007988489,0.0001073038,0.00006880809,0.003050067,0.0001816084,0.05624911,0.5630229,0.001117782,0.3665571,0.0002190041],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06004395,0.0006574746,0.8993722,0.0003813556,0.0003840134,0.001459195,0.001213149,0.01815582,0.01833295],"genre_scores_gemma":[0.09881859,0.0002337411,0.8833365,0.0001318642,0.00002775068,0.0004124013,0.001432467,0.0004694374,0.01513733],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006253334,"threshold_uncertainty_score":0.0209195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795605062536065,"score_gpt":0.2494914519989425,"score_spread":0.2115354013735819,"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."}}