{"id":"W4299845953","doi":"10.5957/icetech-2008-176","title":"Offshore Pipelines in Cold Regions - Environmental Loadings and Geotechnical Considerations","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); Memorial University of Newfoundland","funders":"","keywords":"Submarine pipeline; Pipeline transport; Seabed gouging by ice; Geology; Permafrost; Shore; Arctic; Geotechnical engineering; Marine engineering; Environmental science; Oceanography; Engineering; Drift ice; Arctic ice pack","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":[0.00002727361,0.0001039769,0.0001166646,0.0001082726,0.00004763169,0.000008954122,0.00004193482,0.0001053264,0.00002906374],"category_scores_gemma":[0.00002869252,0.000102811,0.00001901086,0.00007157611,0.0001077986,0.00006567304,0.00002819253,0.0001715508,0.00001203421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000290914,"about_ca_system_score_gemma":0.000003746447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008081189,"about_ca_topic_score_gemma":0.00001744444,"domain_scores_codex":[0.9995372,0.000002646042,0.0001380087,0.0001149143,0.0000557908,0.0001514716],"domain_scores_gemma":[0.9997736,0.00005425415,0.000005497277,0.0001289725,0.000002276694,0.00003546574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001608307,0.0004869168,0.1448498,0.0002007371,0.0002081507,0.001273643,0.00198959,0.2600841,0.2036798,0.2046249,0.1778953,0.004690954],"study_design_scores_gemma":[0.002959948,0.0002765988,0.2173644,0.000180273,0.00006061585,0.00201794,0.001341703,0.5038,0.1767335,0.008984987,0.08346767,0.002812399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930629,0.000637732,0.003529692,0.0003694697,0.00006126693,0.0001033125,0.000005992941,0.00116552,0.001064155],"genre_scores_gemma":[0.9966851,0.0006101191,0.002478336,0.00002368538,0.00001739831,0.00001716643,0.000002700305,0.0000159246,0.0001495733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2437158,"threshold_uncertainty_score":0.419251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188957497423269,"score_gpt":0.1777917704299708,"score_spread":0.1659021954557381,"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."}}