{"id":"W4401504369","doi":"10.1016/j.oceaneng.2024.118955","title":"Layered seabed effects on buried pipeline response to ice gouging","year":2024,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Seabed; Pipeline (software); Geology; Oceanography; Marine engineering; Engineering; Geotechnical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001129914,0.0002616557,0.0002573917,0.0002014036,0.0002368021,0.0005065403,0.0002127577,0.0003939219,0.003129983],"category_scores_gemma":[0.0008132542,0.0001450298,0.0002295584,0.0001423387,0.0002524316,0.0003010391,0.0004660208,0.0003552167,0.0003641947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517694,"about_ca_system_score_gemma":0.0002949771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00643698,"about_ca_topic_score_gemma":0.004639412,"domain_scores_codex":[0.9999197,0.000008103547,0.000003953129,0.000008418508,0.00001706476,0.00004281101],"domain_scores_gemma":[0.9997794,0.00007901885,0.00001739174,0.00001230697,0.00006684068,0.00004500878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004234938,0.000403461,0.04984891,0.0002091729,0.0001035878,0.002734946,0.000548928,0.2901281,0.6272748,0.0005857896,0.0008549287,0.02307259],"study_design_scores_gemma":[0.0001229184,0.001998109,0.406116,0.00005174872,0.0001628957,0.0003953648,0.001830773,0.4615515,0.1260398,0.0004883794,0.001163877,0.00007848844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986107,0.00001217595,0.0003583868,0.00001277371,0.000008451718,0.000003539507,0.00005109439,0.00002638711,0.0009164229],"genre_scores_gemma":[0.9996139,0.00001022593,0.00003868805,0.000005530353,9.825012e-7,0.000001135115,0.00002808872,0.000005988983,0.0002954927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00643698,"threshold_uncertainty_score":0.01279902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003764928640205153,"score_gpt":0.1978100867495209,"score_spread":0.1940451581093157,"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."}}