{"id":"W2242595606","doi":"","title":"Can Ice Barriers around Oil and Gas Drilling Structures Reduce System Cost","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geology; Engineering; Petroleum engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008404776,0.0004236297,0.0003423094,0.0009335011,0.0003873589,0.001045744,0.0006273701,0.000451611,0.008917121],"category_scores_gemma":[0.004924786,0.0002473944,0.0003737301,0.0005423742,0.0003524561,0.001620894,0.0005440986,0.0002053295,0.001647566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485673,"about_ca_system_score_gemma":0.001197556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311602,"about_ca_topic_score_gemma":0.04102226,"domain_scores_codex":[0.9993953,0.0001189093,0.00001387948,0.00002618335,0.0002217602,0.0002240594],"domain_scores_gemma":[0.9980709,0.0006115239,0.0003581875,0.0001919627,0.000581698,0.0001856912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001921624,0.0002896367,0.07782154,0.0008767315,0.0001583332,0.0007628457,0.0004888689,0.4179467,0.05130392,0.02266251,0.01219523,0.413572],"study_design_scores_gemma":[0.0004633317,0.004171621,0.4139062,0.0003781704,0.0004288871,0.001223142,0.003860176,0.3310786,0.07161441,0.01757859,0.1550135,0.0002834792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093387,0.0009737583,0.03980245,0.001320958,0.0001015113,0.0002684371,0.0004383423,0.0006686049,0.04708738],"genre_scores_gemma":[0.9880679,0.0002611215,0.008394492,0.00005260746,0.00001206677,0.00003610589,0.0001451082,0.00008854363,0.002942211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01311602,"threshold_uncertainty_score":0.02983075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008840472257168481,"score_gpt":0.2091631573280505,"score_spread":0.2003226850708821,"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."}}