{"id":"W2017487732","doi":"10.2118/1213-0014-jpt","title":"Emerging Frontiers: The Arctic Frontier","year":2013,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Frontier; Oceanography; Indigenous; Geography; Geology; Physical geography; Beaufort sea; Circumpolar star; Archaeology","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":[0.0005063061,0.00009080087,0.0002407605,0.0002960807,0.0006006228,0.00003919592,0.0005687271,0.0001328496,0.0001960043],"category_scores_gemma":[0.0004961944,0.00005387021,0.000119781,0.0003009642,0.0008413108,0.0002128784,0.00007928129,0.0004391186,0.00006552071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169982,"about_ca_system_score_gemma":0.000104081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006487777,"about_ca_topic_score_gemma":0.0001355872,"domain_scores_codex":[0.998859,0.00009513087,0.0003169232,0.00008517076,0.0002827611,0.0003609759],"domain_scores_gemma":[0.9991896,0.0000591888,0.0003423992,0.0001572264,0.0001855152,0.0000661408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001949514,0.00009319257,0.1048895,0.00001123211,0.000476229,0.00002976274,0.01105463,0.00001396931,0.000139636,0.06502738,0.7347899,0.08345503],"study_design_scores_gemma":[0.0003075943,0.0001103822,0.009115006,0.00002795795,0.00006076069,0.00004047993,0.06163647,0.00003043359,0.00002919708,0.09419855,0.8343275,0.0001157013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1456323,0.007815487,0.007147503,0.8027778,0.00239129,0.0001820497,8.425048e-7,0.0001006641,0.03395199],"genre_scores_gemma":[0.9913691,0.000798379,0.002737248,0.0004522494,0.000588192,0.000007545387,3.520351e-8,0.000008634764,0.004038568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8457368,"threshold_uncertainty_score":0.4619566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009500336693334778,"score_gpt":0.2726539970702418,"score_spread":0.2631536603769071,"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."}}