{"id":"W2559557050","doi":"10.4043/27438-ms","title":"Hebron – Modern Iceberg Resistant GBS Solution","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Iceberg; Petroleum engineering; Modular design; Offshore drilling; Engineering; Geology; Oceanography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006989067,0.0001955325,0.0001883153,0.0002250763,0.00005347361,0.00001456263,0.0003766712,0.0003347252,0.00004556998],"category_scores_gemma":[0.00011915,0.0001514721,0.00003607545,0.0002719574,0.0002213935,0.0001126153,0.0000935647,0.0002418626,0.0001384341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955373,"about_ca_system_score_gemma":0.00001970699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001628351,"about_ca_topic_score_gemma":0.00004040455,"domain_scores_codex":[0.9990245,0.000006453532,0.0001894966,0.0002570831,0.0001037762,0.0004187075],"domain_scores_gemma":[0.9992827,0.00003904807,0.0000259008,0.0005543268,0.00005985095,0.00003822791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001357322,0.00002875673,0.001687418,0.00009037536,0.000094356,0.00003104325,0.00005889223,0.0001525528,0.4951142,0.1641432,0.0005997001,0.3379859],"study_design_scores_gemma":[0.00225071,0.0006199542,0.01264948,0.001236674,0.000116199,0.000198758,0.0004310943,0.04420467,0.4993214,0.398291,0.03833799,0.002342044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5924764,0.001294358,0.3811661,0.006581337,0.0006272179,0.000209221,0.00001342538,0.01261355,0.005018391],"genre_scores_gemma":[0.9961413,0.000259556,0.003242192,0.000008574881,0.00001989456,0.00005137085,0.000001279386,0.00003093254,0.0002449694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4036649,"threshold_uncertainty_score":0.6176852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029138846935928,"score_gpt":0.1902846638753292,"score_spread":0.1799932754059699,"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."}}