{"id":"W4241286897","doi":"10.1093/yiel/yvab009","title":"4. Arctic","year":2020,"lang":"en","type":"article","venue":"Yearbook of International Environmental Law","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Arctic; Working group; The arctic; Documentation; Environmental protection; Political science; Business; Geography; Environmental planning; Environmental science; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004425448,0.00003947066,0.00005650564,0.000008437602,0.00008278675,0.000005754322,0.0001419493,0.00002069176,0.001472796],"category_scores_gemma":[0.00002484657,0.00003786986,0.00004292679,0.00001527551,0.0004493407,0.00006587684,0.00004395272,0.00004155572,0.0002273804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005218152,"about_ca_system_score_gemma":0.000008952702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009134267,"about_ca_topic_score_gemma":0.00004212774,"domain_scores_codex":[0.9994857,0.00001854223,0.00008972173,0.00008135415,0.0002457046,0.00007895145],"domain_scores_gemma":[0.9998392,0.00002466574,0.00003991546,0.00003364472,0.000003214025,0.00005930128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002464482,0.00005302338,0.01106864,0.000004960371,0.0000736419,0.000004199632,0.008129373,0.000006902468,0.001356374,0.9765028,0.002236197,0.0005392539],"study_design_scores_gemma":[0.0002168717,0.00004200536,0.007370095,0.000009775234,0.000008413459,4.710305e-7,0.001513013,0.00001531743,0.0007654557,0.002228767,0.9877468,0.00008304653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02026334,0.00007890259,0.00004728895,0.03144944,0.0001508144,0.00008742397,0.00002329823,0.00002210867,0.9478774],"genre_scores_gemma":[0.9955088,0.00009450363,0.0002154946,0.001964324,0.0002699395,0.000002393088,0.000002558744,0.000004346649,0.001937589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9855106,"threshold_uncertainty_score":0.99944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878832833270665,"score_gpt":0.2672836459962595,"score_spread":0.2484953176635528,"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."}}