{"id":"W4410635890","doi":"10.1139/cgj-2024-0406","title":"An evaluation of <i>p</i>–<i>y</i> curves for fatigue analysis of offshore piles and conductors","year":2025,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Engineering and Physical Sciences Research Council; Woodside; Lloyd's Register","keywords":"Geotechnical engineering; Submarine pipeline; Geology; Electrical conductor; Engineering; Forensic engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001362887,0.0007608192,0.0003920177,0.002619213,0.0003600468,0.0006299504,0.0008501532,0.0007438,0.001897986],"category_scores_gemma":[0.003644182,0.0003094746,0.0004924973,0.001160471,0.0005472322,0.0007589369,0.0005271874,0.0004993058,0.0006701713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005100678,"about_ca_system_score_gemma":0.0006964105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003392219,"about_ca_topic_score_gemma":0.004614627,"domain_scores_codex":[0.9991086,0.0001117961,0.00003902704,0.00007894551,0.0006108956,0.00005073463],"domain_scores_gemma":[0.9974223,0.0007548316,0.0002756278,0.0003299084,0.001157744,0.00005961051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006109194,0.0002225963,0.03775803,0.0008847055,0.00007428155,0.0004344889,0.0008484834,0.25758,0.2336084,0.003527369,0.002293051,0.4621577],"study_design_scores_gemma":[0.00003144968,0.00143049,0.08969384,0.0001629067,0.00006111436,0.001078565,0.0007214935,0.6933585,0.2021217,0.001427021,0.009737228,0.0001755471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4006318,0.0006830951,0.5799475,0.0001287448,0.00004703917,0.0002369766,0.0006898802,0.002436881,0.01519809],"genre_scores_gemma":[0.8764664,0.0004286244,0.1204722,0.00002718817,0.00001294868,0.0001155533,0.0004411684,0.0002821792,0.00175384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003392219,"threshold_uncertainty_score":0.007207751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364961378650082,"score_gpt":0.2944965029229196,"score_spread":0.2580003650579114,"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."}}