{"id":"W2899578532","doi":"","title":"Tail Behaviour of Pipeline Mechanical Strength Distributions","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Pipeline (software); Forensic engineering; Engineering; Mechanical 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":[0.0001384984,0.0001253398,0.0001124705,0.00006130092,0.00003576724,0.0000287254,0.0002845438,0.00004677628,0.00006106096],"category_scores_gemma":[0.000122115,0.0001061,0.00002742631,0.00008569627,0.00008731234,0.00007845456,0.00007106702,0.0001778941,0.000004720137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003280511,"about_ca_system_score_gemma":0.00001395958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002299569,"about_ca_topic_score_gemma":0.000002940082,"domain_scores_codex":[0.9994223,0.000009984106,0.0001912219,0.000106216,0.0001342704,0.0001360536],"domain_scores_gemma":[0.9995353,0.00007238858,0.00003335823,0.000161548,0.0001478286,0.00004954122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001990333,0.00005541711,0.00651173,0.00006011508,0.0001271738,0.000005567138,0.0004327108,0.0001755221,0.04757974,0.941488,0.00208319,0.001460958],"study_design_scores_gemma":[0.001227258,0.0004462333,0.0537819,0.0008020041,0.000183659,0.0002746728,0.0001682969,0.6528714,0.2077162,0.07463939,0.006452655,0.001436225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976438,0.0000728313,0.1983369,0.0002518736,0.0005146189,0.0001107944,0.0002615818,0.0005404834,0.002267071],"genre_scores_gemma":[0.9737793,0.00002653746,0.02596348,0.000007677094,0.0001570057,0.000002173606,0.000024999,0.00001719846,0.00002161542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8668486,"threshold_uncertainty_score":0.4326631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404466671159013,"score_gpt":0.2398797203046468,"score_spread":0.2258350535930567,"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."}}