{"id":"W2067921638","doi":"10.4043/25522-ms","title":"Ice Based Construction of Offshore Arctic Pipelines","year":2015,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Pipeline transport; Arctic; Pipeline (software); Marine engineering; Subarctic climate; Environmental science; Sea ice; Trench; Engineering; Oceanography; Geology; Environmental 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":[0.0008846498,0.0005090932,0.0002037776,0.0008979483,0.001172146,0.0006578235,0.0006400732,0.0002953038,0.004685446],"category_scores_gemma":[0.001071253,0.0002892858,0.0003857242,0.0007115039,0.0004735032,0.0005096241,0.0009908132,0.0003259423,0.001096181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008187586,"about_ca_system_score_gemma":0.001910151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113837,"about_ca_topic_score_gemma":0.03246574,"domain_scores_codex":[0.9993269,0.0001162298,0.00003500134,0.00006813608,0.0003370917,0.0001165013],"domain_scores_gemma":[0.9993749,0.00007999338,0.00007361102,0.000125643,0.0002802172,0.00006567499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005766698,0.0004180865,0.0641893,0.001150622,0.00007028516,0.007286995,0.005996142,0.05658612,0.1758872,0.005598606,0.006883753,0.6753563],"study_design_scores_gemma":[0.00008195749,0.003552403,0.3029492,0.001001824,0.0001742765,0.006037118,0.01702693,0.03590455,0.2266345,0.003692256,0.4027695,0.0001755932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694984,0.0005394002,0.05536913,0.00014987,0.0001308039,0.000282555,0.0003938843,0.0004036445,0.07323233],"genre_scores_gemma":[0.9165928,0.0009267292,0.04650978,0.00002423657,0.00001865543,0.00007459873,0.0005165,0.0001452406,0.03519147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01113837,"threshold_uncertainty_score":0.02214712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916913261848147,"score_gpt":0.2137694181875331,"score_spread":0.1946002855690517,"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."}}