{"id":"W4312061333","doi":"10.18357/bigr41202221163","title":"Borders and Sustainability in the Anthropocene","year":2022,"lang":"en","type":"article","venue":"Borders in Globalization Review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Anthropocene; Sustainability; Political science; Climate change; Work (physics); Global challenges; Global warming; Global climate; Environmental ethics; Environmental planning; Environmental resource management; Geography; Economics; Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00143887,0.0005451239,0.0006343071,0.001852248,0.00131286,0.003625821,0.000539512,0.003245826,0.003734208],"category_scores_gemma":[0.002211678,0.0002217809,0.0004444439,0.003002314,0.005048465,0.006088365,0.002424613,0.004021592,0.0005501109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395174,"about_ca_system_score_gemma":0.003581274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864702,"about_ca_topic_score_gemma":0.01016968,"domain_scores_codex":[0.9992154,0.0004078178,0.00005926209,0.00009199795,0.0001304064,0.00009508717],"domain_scores_gemma":[0.9983771,0.001211861,0.0001687106,0.00002774927,0.0001205535,0.00009401306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006780601,0.00006300932,0.0009169044,0.0130588,0.0001218481,0.0004531642,0.00530629,0.0008375911,0.0003324926,0.4681796,0.2755862,0.2350763],"study_design_scores_gemma":[0.000006367771,0.00003098774,0.0009924544,0.008742319,0.00003163365,0.0003006755,0.002341149,0.00003279988,0.00006970872,0.03579815,0.9516412,0.00001257772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0004728374,0.9658158,0.00009376356,0.02501226,0.003296006,0.000002723523,0.000008837598,0.000002332881,0.005295295],"genre_scores_gemma":[0.0115002,0.9713277,0.0001149979,0.009945572,0.00453218,0.00001133658,0.00002177466,0.000003821751,0.002542528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004864702,"threshold_uncertainty_score":0.01737827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814487937000598,"score_gpt":0.3908896169277625,"score_spread":0.3727447375577565,"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."}}