{"id":"W7025899001","doi":"","title":"Інноваційно-освітні кластери як метод активізації діяльності економіки регіону","year":2019,"lang":"uk","type":"article","venue":"Electronic Institutional Repository of the National Aviation University of Ukraine (National Aviation University, Ukraine)","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Scientific publishing; Data collection; Cluster analysis; Focus (optics)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001819774,0.000523633,0.0007597788,0.001313349,0.001454804,0.00007084489,0.001404497,0.0005496792,0.001381106],"category_scores_gemma":[0.0004671633,0.0006716506,0.0007640991,0.001780934,0.000699504,0.00168013,0.0003245261,0.0007328474,0.0003662297],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005402676,"about_ca_system_score_gemma":0.004802977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006891973,"about_ca_topic_score_gemma":0.0002281704,"domain_scores_codex":[0.9952779,0.0003152929,0.001175647,0.001026097,0.001561768,0.000643311],"domain_scores_gemma":[0.9931857,0.0004510257,0.002747149,0.0004585967,0.002968755,0.0001887868],"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":[0.0004899467,0.0008598261,0.03709187,0.000207349,0.0007020102,0.000003404989,0.001444681,0.01703414,0.001031116,0.9366331,0.004379026,0.0001235972],"study_design_scores_gemma":[0.008421484,0.0005127673,0.5375742,0.0003762533,0.0003676234,0.00008140714,0.001090988,0.02413086,0.0009078782,0.06195306,0.3628401,0.001743335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6209076,0.002038447,0.007453954,0.02183448,0.006146087,0.002927878,0.003207006,0.0001953871,0.3352892],"genre_scores_gemma":[0.9513598,0.0005172321,0.0004514755,0.0002472445,0.0005074391,0.000001276925,0.0007411396,0.0000339941,0.0461404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.87468,"threshold_uncertainty_score":0.9998451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009972484069254647,"score_gpt":0.1786418269285989,"score_spread":0.1686693428593443,"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."}}