{"id":"W4321374044","doi":"10.3390/su15043732","title":"Shaping Tomorrow’s Arctic","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Arctic; Sustainability; The arctic; Political science; Environmental planning; Environmental ethics; Environmental resource management; Geography; Oceanography; Engineering; Environmental science; Geology; Ecology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001437546,0.0003009544,0.0002898849,0.0005817577,0.009041318,0.006292433,0.0006864445,0.002786702,0.01222006],"category_scores_gemma":[0.002229324,0.0001485619,0.0002573588,0.0006712839,0.002364243,0.003378446,0.004739041,0.003142358,0.001521819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376307,"about_ca_system_score_gemma":0.009169181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.076036,"about_ca_topic_score_gemma":0.1881741,"domain_scores_codex":[0.999227,0.0002162415,0.00001981283,0.00009475405,0.0001215376,0.0003207409],"domain_scores_gemma":[0.9991128,0.000164093,0.00004809139,0.00003633322,0.0001697063,0.0004689801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007404009,0.0000363791,0.003269549,0.0003349228,0.00002662722,0.0005097973,0.01835264,0.0003440015,0.001206774,0.2112836,0.6625351,0.1020265],"study_design_scores_gemma":[0.000001395126,0.000006672837,0.001284002,0.0001592671,0.000004604462,0.00003572961,0.004931582,0.0000232261,0.000177835,0.007617317,0.9857476,0.00001079709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03194727,0.06436519,0.001168409,0.3462549,0.04961172,0.00002867285,0.0005587387,0.0001755286,0.5058895],"genre_scores_gemma":[0.4942148,0.07923944,0.002945926,0.1572174,0.01858449,0.00009080374,0.001107989,0.0005483148,0.2460507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.076036,"threshold_uncertainty_score":0.1511869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786616642001797,"score_gpt":0.3767409328462842,"score_spread":0.3288747664262662,"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."}}