{"id":"W3021416354","doi":"10.36818/2071-4653-2019-3-2","title":"Institutional support for spatial planning of the amalgamated territorial communities","year":2019,"lang":"en","type":"article","venue":"Socio-Economic Problems of the Modern Period of Ukraine","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spatial planning; Urban planning; Documentation; Land-use planning; Environmental design and planning; Environmental planning; Regional planning; Rational planning model; Integrated business planning; Modernization theory; Business; Estate planning; Strategic planning; Process management; Political science; Geography; Land use; Computer science; Civil engineering; Engineering; Law; Estate","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":[0.001030252,0.0001788142,0.0004725766,0.00006122994,0.0004698147,0.00002705281,0.0012285,0.0001816479,0.0002111526],"category_scores_gemma":[0.00005751338,0.0001373743,0.0003824185,0.0000550548,0.001503738,0.0002095178,0.0003026471,0.0001739462,0.000005416687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109942,"about_ca_system_score_gemma":0.001296444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405724,"about_ca_topic_score_gemma":0.0008373011,"domain_scores_codex":[0.9983817,0.000149607,0.0007198171,0.0001837584,0.0002616633,0.0003035035],"domain_scores_gemma":[0.9984237,0.0002055002,0.0008047081,0.0004084116,0.0001122915,0.00004539199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005514458,0.0003909513,0.3642919,0.0007549764,0.001328263,2.965092e-7,0.4741018,0.04404148,0.006361322,0.1001806,0.003976702,0.004020134],"study_design_scores_gemma":[0.02973904,0.001335779,0.2368725,0.003187177,0.0007167578,0.00002584794,0.1053214,0.03553791,0.008792358,0.2213672,0.3532017,0.003902272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98668,0.00008315279,0.0001129623,0.002890069,0.00239575,0.0008384631,0.0002451449,0.00002273994,0.006731729],"genre_scores_gemma":[0.997788,0.00001999734,0.0002711656,0.0000536619,0.0002894291,0.00004841174,0.00003531609,0.00002053438,0.001473554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3687804,"threshold_uncertainty_score":0.9683582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804364965646845,"score_gpt":0.2729853993072087,"score_spread":0.2449417496507403,"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."}}