{"id":"W1480120526","doi":"10.1002/j.1551-8833.2000.tb08972.x","title":"Detecting breaks in prestressing pipe wire","year":2000,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; American Water Works Association Research Foundation","keywords":"Eddy-current testing; Pipeline transport; Bar (unit); Eddy current; Prestressed concrete; Structural engineering; Cylinder; Nondestructive testing; Water pipe; Canalisation; Engineering; Forensic engineering; Mechanical engineering; Electrical engineering; Geology; Piping","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002126607,0.0002218616,0.0001816771,0.0005414746,0.0001284149,0.0001655735,0.0004087772,0.0005305515,0.0006560776],"category_scores_gemma":[0.00123791,0.0001962859,0.0001129012,0.000203762,0.0002457305,0.0003828036,0.0002456487,0.0004085096,0.0002147223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601611,"about_ca_system_score_gemma":0.00008289714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004516569,"about_ca_topic_score_gemma":0.001122685,"domain_scores_codex":[0.9995157,0.00004739422,0.00001665103,0.0001028859,0.0002733987,0.00004390222],"domain_scores_gemma":[0.9989356,0.0002475931,0.0002998043,0.0001399904,0.000332325,0.00004454769],"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":[0.0001144473,0.0000327244,0.005289451,0.00006258443,0.00001013616,0.000222161,0.00007693026,0.0005117645,0.9649348,0.0001452107,0.000165315,0.0284345],"study_design_scores_gemma":[0.00001741989,0.0007986608,0.05596431,0.0000157277,0.00002684722,0.001813964,0.0001178381,0.009231936,0.9292874,0.0001497488,0.002553303,0.00002284264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172682,0.0005118896,0.0783837,0.00006625724,0.00007037621,0.00005753763,0.00008054364,0.0005833372,0.002978206],"genre_scores_gemma":[0.9714129,0.0002673805,0.02607908,0.00004653196,0.00001671936,0.00002191856,0.0001005083,0.00001654536,0.00203851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006560776,"threshold_uncertainty_score":0.002194762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004122305714075502,"score_gpt":0.2071368677595025,"score_spread":0.2030145620454269,"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."}}