{"id":"W2054224205","doi":"10.4043/25585-ms","title":"Design Concept for Steel GBS with Crude Storage in Arctic and Cold Regions","year":2015,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Sizing; Arctic; Iceberg; Hull; Environmental science; Marine engineering; Pipeline transport; Sea ice; Engineering; Geology; Oceanography; Geotechnical engineering; 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":[0.0001414375,0.0004802393,0.0002260476,0.0005769394,0.0003457357,0.0004661515,0.0007808045,0.0005668225,0.003753013],"category_scores_gemma":[0.000131908,0.0001800649,0.0003370717,0.0003834303,0.000400855,0.0003649698,0.0005270409,0.0001524277,0.001098119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432365,"about_ca_system_score_gemma":0.0005265152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293724,"about_ca_topic_score_gemma":0.003244844,"domain_scores_codex":[0.9998516,0.00001825902,0.000009651284,0.00002642726,0.00007399856,0.00002001116],"domain_scores_gemma":[0.9998956,0.00000531737,0.00002649206,0.00001304417,0.00004255683,0.00001703833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005494448,0.00008453192,0.005417134,0.0006099977,0.00004378572,0.002254232,0.0004618613,0.2178296,0.6123459,0.02792828,0.005622465,0.1268528],"study_design_scores_gemma":[0.0001705849,0.003494299,0.01661742,0.0002057823,0.0001338988,0.003392406,0.001196129,0.583506,0.2107367,0.007273728,0.173103,0.0001700651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4546293,0.0004729028,0.4905736,0.0005676013,0.0002505711,0.0003324844,0.0008979476,0.001486245,0.05078933],"genre_scores_gemma":[0.9072897,0.0001766036,0.07056947,0.0000536354,0.00001843109,0.00008805878,0.0002495097,0.00003773427,0.02151688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003753013,"threshold_uncertainty_score":0.01255506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040934736622077,"score_gpt":0.2166015864361589,"score_spread":0.1861922390699381,"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."}}