{"id":"W2166788527","doi":"10.1115/ipc2012-90643","title":"An Approach for Evaluating the Integrity of Plain Dents Reported by In-Line Inspection Tools","year":2012,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group","funders":"","keywords":"Engineering; Strain gauge; Structural integrity; Forensic engineering; Structural engineering","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":[0.007371071,0.001434552,0.0007039486,0.01532231,0.001205704,0.003107959,0.002106981,0.00136628,0.003333239],"category_scores_gemma":[0.02016698,0.0005336765,0.00102147,0.004838372,0.0007304588,0.002247262,0.002884058,0.0009941633,0.001900991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459113,"about_ca_system_score_gemma":0.001503508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007797669,"about_ca_topic_score_gemma":0.01580871,"domain_scores_codex":[0.9905657,0.001956268,0.001168821,0.001048498,0.004837221,0.00042341],"domain_scores_gemma":[0.9810177,0.002598392,0.003267998,0.001130307,0.01149837,0.0004872745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007458885,0.0009120132,0.5460523,0.0008848497,0.0003816473,0.001168799,0.01062235,0.003851334,0.04819838,0.004395929,0.005803495,0.3769831],"study_design_scores_gemma":[0.00009423223,0.003996564,0.7343408,0.001028771,0.0006300253,0.004010748,0.04069609,0.09305634,0.06489104,0.006600837,0.05017418,0.0004804109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5726105,0.0007407374,0.3580084,0.0006582916,0.0002347611,0.005456362,0.006754438,0.001853133,0.05368344],"genre_scores_gemma":[0.644038,0.000440839,0.3425903,0.0002014622,0.00004904823,0.001845956,0.002086938,0.00009861907,0.008648809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01532231,"threshold_uncertainty_score":0.03898239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09469995730423211,"score_gpt":0.3514799550771233,"score_spread":0.2567799977728912,"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."}}