{"id":"W4320184881","doi":"10.1353/asp.2023.0000","title":"Prefatory Notes to the Roundtable: Arctic Collaboration","year":2023,"lang":"en","type":"article","venue":"Asia policy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Political science; Indigenous; The arctic; Geography; Environmental planning; Oceanography; Environmental resource management; Environmental science; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01795259,0.001652496,0.0009760337,0.001181311,0.01032438,0.01386824,0.003849274,0.01450474,0.2140909],"category_scores_gemma":[0.04032633,0.0008357315,0.001137906,0.001189308,0.001367516,0.006011169,0.01184961,0.01653673,0.1470096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004749361,"about_ca_system_score_gemma":0.01893349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009457087,"about_ca_topic_score_gemma":0.018434,"domain_scores_codex":[0.9870793,0.003368108,0.0008230301,0.001326761,0.004074261,0.003328583],"domain_scores_gemma":[0.9269773,0.008140419,0.002726444,0.002943876,0.02434835,0.03486359],"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":[0.00002637287,0.00001217098,0.00002934274,0.00002895515,9.951735e-7,0.00004313035,0.00007798374,0.00001094979,0.00006202181,0.0006804754,0.9969007,0.002126991],"study_design_scores_gemma":[0.00001193233,0.00001177426,0.0001639116,0.00005589111,8.189958e-7,0.00001767381,0.0003264426,0.00001760079,0.0000331808,0.0003616906,0.9989892,0.00000992387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008095355,0.002596789,0.001753618,0.2446344,0.6496404,0.001352274,0.002832671,0.0008181599,0.09556214],"genre_scores_gemma":[0.01073525,0.002658711,0.003249892,0.1943092,0.1263525,0.003169956,0.004572824,0.001492713,0.653459],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2140909,"threshold_uncertainty_score":0.7162053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310989649429996,"score_gpt":0.3808554076559271,"score_spread":0.3377455111616272,"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."}}