{"id":"W2553193021","doi":"10.1017/s0032247416000103","title":"Arctic in the Anthropocene: sustainability in a new polar age","year":2016,"lang":"en","type":"article","venue":"Polar Record","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Anthropocene; Arctic; Permafrost; Sustainability; Marine research; Humanity; Climate change; Discipline; Geography; Political science; Oceanography; Physical geography; Sociology; Environmental ethics; Ecology; Social science; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001086083,0.0001008062,0.0001642265,0.00008185664,0.0003029371,0.00003017783,0.0003181462,0.0000747167,0.0001574375],"category_scores_gemma":[0.002130126,0.00005557333,0.00005589336,0.0005021368,0.0005359631,0.0001652605,0.00005955771,0.000155333,0.00004546741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004091264,"about_ca_system_score_gemma":0.000477343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2374573,"about_ca_topic_score_gemma":0.1354918,"domain_scores_codex":[0.9983396,0.0005301628,0.0002014155,0.000207614,0.0002180006,0.0005032098],"domain_scores_gemma":[0.9992283,0.0003810018,0.00005034629,0.0002213267,0.00003587448,0.00008317758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002818689,0.00006907073,0.9030076,0.00001435294,0.00000680892,0.00003621048,0.02926289,3.198385e-8,0.000003629987,0.02249384,0.005315837,0.03976155],"study_design_scores_gemma":[0.0003475893,0.00004717963,0.5535734,0.00004091944,0.000005376753,0.00000111035,0.01113157,3.023132e-7,0.000002520463,0.1142187,0.320504,0.0001273439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5806857,0.0008495306,0.000121049,0.3841145,0.0004747997,0.0007890815,0.000006833548,0.00006277836,0.03289577],"genre_scores_gemma":[0.9959874,0.0006498602,0.0001044126,0.0005674828,0.0002736077,0.000006659195,2.926255e-7,0.000007381357,0.002402924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4153017,"threshold_uncertainty_score":0.8802832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276048600314592,"score_gpt":0.3408352698122132,"score_spread":0.313230409780754,"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."}}