{"id":"W7134019954","doi":"","title":"РОЛЬ КЛАСТЕРНИХ УТВОРЕНЬ У РОЗВИТКОВІ ПРОСТОРОВОЇ ЕКОНОМІКИ","year":2024,"lang":"uk","type":"article","venue":"A.N.Beketov KNUME Digital Repository (National University of Kharkiv)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University; European Commission","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001968975,0.0005501627,0.0005543811,0.0006006205,0.0003770041,0.000267292,0.0008381089,0.0006579768,0.0004063959],"category_scores_gemma":[0.00009652752,0.0007011141,0.0005424327,0.0006880938,0.0006904445,0.002155008,0.0002683747,0.0007970025,0.0005903495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443909,"about_ca_system_score_gemma":0.0008081895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001333141,"about_ca_topic_score_gemma":0.00003576767,"domain_scores_codex":[0.99711,0.00006094206,0.0005751242,0.0008136102,0.0008593178,0.0005810141],"domain_scores_gemma":[0.9983387,0.0004232177,0.0001312129,0.0004918496,0.0003806525,0.0002343646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006630743,0.0009558661,0.006680225,0.003578726,0.005732448,0.006182735,0.004064175,0.00871838,0.0090318,0.8047335,0.1234345,0.02622459],"study_design_scores_gemma":[0.00422839,0.001636762,0.03095834,0.003806367,0.001473687,0.002145031,0.01517457,0.06447502,0.007852746,0.1739553,0.6882305,0.006063278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1315367,0.008759416,0.001745923,0.0006907778,0.002416503,0.0004227205,0.0009712102,0.001296364,0.8521603],"genre_scores_gemma":[0.9651772,0.0003891784,0.0002891479,0.0000213207,0.0002740508,0.000001243136,0.0001720841,0.00006106653,0.03361475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8336404,"threshold_uncertainty_score":0.999544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006531272292883377,"score_gpt":0.1775173867789942,"score_spread":0.1709861144861108,"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."}}