{"id":"W4396532770","doi":"10.3233/epl-239026","title":"Tinkering While the Arctic Marine Environment Totters: Governance and the Triple Polar Crisis$","year":2024,"lang":"en","type":"article","venue":"Environmental Policy and Law","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Polar; The arctic; Corporate governance; Arctic; Oceanography; Environmental science; Business; Astrobiology; Geology; Physics; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004360249,0.0002149724,0.0002171898,0.0004373115,0.006298101,0.01004958,0.0005643094,0.00278594,0.006855361],"category_scores_gemma":[0.003716889,0.0001828979,0.0002242093,0.0008308791,0.006298611,0.004450023,0.008323273,0.003705381,0.0007123649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00465042,"about_ca_system_score_gemma":0.01292847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04737937,"about_ca_topic_score_gemma":0.06383769,"domain_scores_codex":[0.997537,0.0009956014,0.00006895378,0.0002252282,0.0004926265,0.0006805494],"domain_scores_gemma":[0.9977602,0.0003899865,0.0002078422,0.0001116377,0.0003376932,0.001192737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005377339,0.0000320551,0.00765657,0.0001449898,0.00002114982,0.0008266442,0.02138666,0.00124557,0.000760657,0.703088,0.1760512,0.08873276],"study_design_scores_gemma":[0.000008292074,0.00003693601,0.00523322,0.0004025942,0.000006438963,0.0002112051,0.0312596,0.0004606343,0.0002468177,0.09116922,0.8709289,0.00003614555],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07346828,0.01237261,0.006909931,0.5985973,0.00446951,0.00004593921,0.0001671647,0.0001355673,0.3038336],"genre_scores_gemma":[0.813094,0.01678141,0.003225765,0.09603438,0.001905321,0.00007815495,0.0002454237,0.0001397897,0.0684958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04737937,"threshold_uncertainty_score":0.09420717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009701168603094187,"score_gpt":0.2412065903872584,"score_spread":0.2315054217841642,"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."}}