{"id":"W2017599628","doi":"10.4043/22110-ms","title":"Alaskan Beaufort Sea Pipeline Design, Installation and Operation","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Pipeline transport; Arctic; Pipeline (software); Marine engineering; Subsea; Seabed; Pigging; Engineering; Beaufort sea; Environmental science; 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":[0.001340036,0.000692319,0.0002393016,0.001926475,0.001784499,0.001114346,0.0005762431,0.000532001,0.006857459],"category_scores_gemma":[0.001031119,0.0005029447,0.0003806948,0.001662622,0.0006283069,0.001031798,0.0008327084,0.0003374503,0.002250506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505732,"about_ca_system_score_gemma":0.002610568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06015347,"about_ca_topic_score_gemma":0.09770034,"domain_scores_codex":[0.9987677,0.00012411,0.00006677324,0.0002155113,0.0006897963,0.0001359886],"domain_scores_gemma":[0.9984907,0.00007665497,0.000165923,0.0001427064,0.0009594284,0.0001645915],"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":[0.001883261,0.0004666911,0.1476701,0.001403864,0.00008719174,0.009213488,0.00749456,0.07805385,0.125739,0.003143666,0.02782994,0.5970144],"study_design_scores_gemma":[0.0001148713,0.004931736,0.4758059,0.0005176754,0.0001672158,0.006509408,0.005342359,0.03287947,0.06742586,0.001017965,0.4049562,0.000331317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8286581,0.001620141,0.05857771,0.0004129796,0.0001751813,0.0009408421,0.003170046,0.005280418,0.1011646],"genre_scores_gemma":[0.8757039,0.000960567,0.05344317,0.00006413688,0.00003130119,0.0003191087,0.00291861,0.0003171654,0.06624199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06015347,"threshold_uncertainty_score":0.1196067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758783963057242,"score_gpt":0.1932479718332217,"score_spread":0.1656601322026493,"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."}}