{"id":"W4396694561","doi":"10.3828/whp.eh.63830915903590","title":"Ignorance and Environmental History: The Opening of an Arctic Offshore Oil Frontier, 1968–1976","year":2024,"lang":"en","type":"article","venue":"Environment and History","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Ignorance; Submarine pipeline; Arctic; The arctic; Petroleum; Environmental science; Oceanography; Geography; Geology; Political science; Archaeology; Law; Paleontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000471444,0.0001500877,0.0002374023,0.0000476836,0.0009027833,0.000002461792,0.0001036525,0.0001082564,0.001876094],"category_scores_gemma":[0.000006499388,0.0001172001,0.00003757864,0.00001061047,0.0004963258,0.00009602904,0.0001847742,0.0003604214,0.00006789632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192147,"about_ca_system_score_gemma":0.00008421977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007903788,"about_ca_topic_score_gemma":0.000611632,"domain_scores_codex":[0.9987144,0.000160414,0.0002601935,0.0003093887,0.0001322084,0.0004234373],"domain_scores_gemma":[0.999501,0.0001006187,0.00009249331,0.0002230581,0.000002497264,0.00008025347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003025472,0.0004055855,0.1350708,0.002189002,0.0004147949,0.0001027328,0.6750889,0.00003684749,0.003275145,0.002619079,0.1334544,0.04704004],"study_design_scores_gemma":[0.0002673109,0.0001445043,0.01464943,0.00004481784,0.00006396324,0.000003717993,0.0125726,0.0002605206,0.000002943678,0.00003456863,0.9718212,0.0001344102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7948022,0.1945237,0.00002074178,0.0004907547,0.001651307,0.0003174598,0.00001830603,0.0000290167,0.008146493],"genre_scores_gemma":[0.9630146,0.01096381,0.000143584,0.0005319593,0.0002255052,0.0001110831,0.00001875555,0.00003201757,0.02495867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8383668,"threshold_uncertainty_score":0.9990363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361217431542217,"score_gpt":0.2546743250638782,"score_spread":0.231062150748456,"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."}}