{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008216704,0.0001617017,0.0001514802,0.0002682073,0.00005323578,0.0000175137,0.0001678238,0.000271754,0.00005309394],"category_scores_gemma":[0.00006955567,0.0001615813,0.00001363044,0.0002066911,0.0001431157,0.0001319782,0.00006193619,0.0002596311,0.0000249514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003170507,"about_ca_system_score_gemma":0.00001532469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001392521,"about_ca_topic_score_gemma":0.00001943792,"domain_scores_codex":[0.9993544,0.000006441573,0.0001665351,0.0001934894,0.00006211088,0.0002170798],"domain_scores_gemma":[0.9996173,0.00001807832,0.00002114175,0.0002651498,0.00004619168,0.00003207876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004115436,0.0001396245,0.08047339,0.0003687865,0.000255354,0.00008626315,0.002249235,0.005883025,0.05221553,0.1723863,0.001017171,0.6848842],"study_design_scores_gemma":[0.00132792,0.0006249991,0.0273877,0.0002717542,0.0001230018,0.0002914606,0.001236102,0.559736,0.3444742,0.05712659,0.005754913,0.001645387],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3291098,0.0003822182,0.6617809,0.0002882172,0.000211112,0.0002566498,0.000003411734,0.00403542,0.003932284],"genre_scores_gemma":[0.9700037,0.0001998373,0.02964542,0.000008050082,0.00001175489,0.00003860283,0.000005066564,0.00002238046,0.00006516693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6832388,"threshold_uncertainty_score":0.6589093,"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."}}