{"id":"W2049522721","doi":"10.4043/23826-ms","title":"Standards And Guidelines For The Use Of Satellite-Based Ice Information In The Oil &amp;Gas Sector","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Sea ice; Petroleum industry; Business; Service provider; Guideline; Schedule; Fossil fuel; Environmental resource management; Service (business); Environmental science; Computer science; Engineering; Meteorology; Marketing; Political science; Geography; Environmental engineering; Waste management","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":[0.103604,0.001761723,0.001283013,0.01587288,0.003321785,0.01262586,0.00821684,0.00787592,0.004519698],"category_scores_gemma":[0.1617501,0.001575322,0.001744225,0.01123247,0.005799983,0.008366082,0.005322836,0.007221627,0.006489114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00670172,"about_ca_system_score_gemma":0.02759521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02610382,"about_ca_topic_score_gemma":0.02161467,"domain_scores_codex":[0.8495753,0.05778139,0.03832629,0.00312863,0.04759012,0.00359834],"domain_scores_gemma":[0.6478426,0.1006906,0.03011162,0.03315216,0.1832532,0.004949833],"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":[0.000183192,0.00152157,0.0101718,0.005404912,0.000103202,0.00220112,0.01459413,0.01630481,0.02137828,0.2042881,0.2753613,0.4484875],"study_design_scores_gemma":[0.00006375142,0.0002007215,0.008674295,0.01412106,0.00006166031,0.000768128,0.005358377,0.008239534,0.008763723,0.03278108,0.9206455,0.0003220949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02745968,0.01027536,0.6530327,0.03944333,0.004733738,0.02000687,0.007519456,0.007737733,0.2297912],"genre_scores_gemma":[0.06810948,0.01030579,0.8580742,0.005276131,0.0006285043,0.009005644,0.01139539,0.001372851,0.03583212],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.103604,"threshold_uncertainty_score":0.5479171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07816985726749966,"score_gpt":0.2774907336287268,"score_spread":0.1993208763612271,"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."}}