{"id":"W3113140060","doi":"10.17673/vestnik.2020.03.17","title":"URBAN PLANNING TRANSFORMATION OF FUNCTIONAL PLANNING STRUCTURE OF SUBURBAN ZONES AND BELTS OF MEGAPOLIS. FOREIGN EXPERIENCE","year":2020,"lang":"en","type":"article","venue":"Gradostroitelʹstvo i arhitektura","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Megacity; Context (archaeology); Urbanization; Geography; Economic geography; Industrialisation; Urban planning; Regional science; Colonialism; Urban structure; Environmental planning; Business; Civil engineering; Economic growth; Political science; Economy; Engineering; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001636991,0.0001773277,0.00038817,0.0001409247,0.0001919073,0.00002259277,0.0002386256,0.0001292205,0.00006454672],"category_scores_gemma":[0.0001021508,0.000176709,0.00009536388,0.0003731152,0.0005383677,0.0004807054,0.00003699033,0.0001448395,6.425366e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004454593,"about_ca_system_score_gemma":0.0001269521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001568627,"about_ca_topic_score_gemma":0.00001176487,"domain_scores_codex":[0.9983529,0.00007007481,0.0005911868,0.0002524368,0.0004609719,0.000272415],"domain_scores_gemma":[0.9990425,0.0001573067,0.0004274412,0.0001031335,0.0001164045,0.0001532841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004112086,0.00005565818,0.4286295,0.0002794011,0.0001775523,0.00000514733,0.4524176,0.001250643,0.02506047,0.08539499,0.001797604,0.004520194],"study_design_scores_gemma":[0.003358643,0.0005409034,0.7973783,0.0005649258,0.000135529,0.00002393208,0.1473707,0.001212062,0.03086284,0.006202552,0.01122759,0.001122016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952907,0.0003920737,0.000850975,0.0006818405,0.0001118856,0.0001865768,0.00006213666,0.0000366659,0.002387159],"genre_scores_gemma":[0.9988654,0.00002198136,0.0007825161,0.00009783009,0.0001166542,0.000004932603,0.00006034127,0.00001306347,0.00003724914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3687488,"threshold_uncertainty_score":0.7205983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703918186192198,"score_gpt":0.2778924211150987,"score_spread":0.2308532392531767,"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."}}