{"id":"W3198301655","doi":"10.37614/2220-802x.2.2021.72.002","title":"The Arctic strategic planning in the context of sustainable development of the region: foreign experience.","year":2021,"lang":"en","type":"article","venue":"СЕВЕР И РЫНОК формирование экономического порядка","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Sustainable development; Strategic planning; Environmental planning; Context (archaeology); Regional science; Cornerstone; Environmental resource management; Political science; Economic growth; Geography; Business; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001392652,0.000226312,0.0003565759,0.00006432351,0.002412476,0.00009716055,0.001093659,0.0001266103,0.00004800178],"category_scores_gemma":[0.0007641946,0.0001193629,0.0001751273,0.001096962,0.001662602,0.000164137,0.0002992372,0.0003501848,0.00000486173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019415,"about_ca_system_score_gemma":0.001438454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454839,"about_ca_topic_score_gemma":0.004553877,"domain_scores_codex":[0.9966243,0.0007284063,0.000704033,0.0003121159,0.0008315002,0.0007996667],"domain_scores_gemma":[0.9975817,0.0009909613,0.0003958995,0.0006150482,0.0003416513,0.00007479242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004158459,0.0001077873,0.01639495,0.00007230526,0.00006754124,0.00005982517,0.3421829,0.00001789993,0.00002941074,0.6374906,0.001751928,0.001783295],"study_design_scores_gemma":[0.0003518168,0.00003062041,0.02555478,0.0001647864,0.00002282484,0.00001253218,0.8956677,0.000009064551,0.001125725,0.0274161,0.04946679,0.0001773119],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534772,0.003790471,0.0001392703,0.01913673,0.0004178793,0.001152764,0.000003981186,0.00003891099,0.2218428],"genre_scores_gemma":[0.9945125,0.0001409798,0.0001098936,0.0005629601,0.0001399968,0.0001139047,0.000001453712,0.00001560803,0.004402677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6100745,"threshold_uncertainty_score":0.9988862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06787548199338321,"score_gpt":0.3304818640590767,"score_spread":0.2626063820656935,"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."}}