{"id":"W4390339865","doi":"10.18280/ijsdp.181203","title":"Features of Providing Sustainable Regional Development in the Conditions of Globalization Challenges","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Sustainable development; Environmental planning; Business; Environmental resource management; Environmental science; Natural resource economics; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854941,0.00009481392,0.0002472581,0.0008428855,0.00007718535,0.00004218935,0.000333491,0.00005349711,0.00001726461],"category_scores_gemma":[0.0003183792,0.00008935145,0.00003637322,0.0002572641,0.00004671975,0.0003334705,0.0000927229,0.0001120656,0.000002176231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002011789,"about_ca_system_score_gemma":0.0001725045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002846093,"about_ca_topic_score_gemma":0.000003869553,"domain_scores_codex":[0.9986736,0.00002115543,0.000849313,0.0001220895,0.0001238854,0.0002099311],"domain_scores_gemma":[0.9986399,0.0001628528,0.0007403041,0.00006198426,0.0003694793,0.00002551331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009201187,0.00008835259,0.02765895,0.0002989243,0.000237345,0.0004646239,0.1024686,0.002154341,0.00001137828,0.8634673,0.001629405,0.0014288],"study_design_scores_gemma":[0.001746194,0.00009549234,0.4354913,0.0005250694,0.000009805043,0.0001268096,0.2269893,0.0002158158,0.0009881165,0.06208958,0.2713767,0.0003457651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978348,0.005038385,0.0002955115,0.001377037,0.000211201,0.0001796208,0.000005398672,0.000007523761,0.01453733],"genre_scores_gemma":[0.9974657,0.0003294105,0.001105392,0.00005277128,0.00007504891,0.000009741485,0.00002825193,0.00000773159,0.0009259072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8013777,"threshold_uncertainty_score":0.3643646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688573345349329,"score_gpt":0.2755017423503598,"score_spread":0.2286160088968666,"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."}}