{"id":"W1967093568","doi":"10.1115/omae2014-23116","title":"Trenching Considerations for Arctic Pipelines","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Trench; Submarine pipeline; Seabed; Pipeline transport; Excavation; Geotechnical engineering; Geology; Engineering; Marine engineering; Oceanography","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":[0.001804407,0.0008155626,0.0004421203,0.001540002,0.001816169,0.001630903,0.001519458,0.001376025,0.01740686],"category_scores_gemma":[0.00608407,0.0006856253,0.0007009312,0.001097848,0.0006065473,0.002534836,0.001209616,0.000700608,0.002738319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440481,"about_ca_system_score_gemma":0.001918321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007775586,"about_ca_topic_score_gemma":0.02624672,"domain_scores_codex":[0.9974859,0.0003292357,0.0001574168,0.0002189505,0.001395987,0.0004125334],"domain_scores_gemma":[0.9962547,0.0008917708,0.0004932854,0.0003188306,0.001837841,0.0002034981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001161676,0.0001618188,0.01792874,0.003390935,0.0001008605,0.007861495,0.001548361,0.1982448,0.1242691,0.04418012,0.0317669,0.5693852],"study_design_scores_gemma":[0.0001567323,0.003225039,0.03671522,0.001627668,0.0004141485,0.0186095,0.006548278,0.1543087,0.1578448,0.0282111,0.5918828,0.0004561246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.286008,0.007880704,0.4809341,0.003747507,0.00130063,0.00102372,0.001474123,0.002995215,0.214636],"genre_scores_gemma":[0.8254291,0.003741042,0.1130305,0.0004554984,0.0001677064,0.0001830835,0.000640391,0.0003965238,0.05595603],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01740686,"threshold_uncertainty_score":0.05823171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135099136391144,"score_gpt":0.2025204312598906,"score_spread":0.1890105176207762,"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."}}