{"id":"W4392424039","doi":"10.6000/1929-4409.2020.09.375","title":"Socio-Economic Transformations of Small Rural Settlements of Zakarpattia Amidst Decentralisation","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decentralization; Human settlement; Economic system; Political science; Geography; Economics; Archaeology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002140616,0.0001154699,0.000225595,0.0007779407,0.0013192,0.0009222,0.0002107773,0.0001460935,0.001699877],"category_scores_gemma":[0.0004891383,0.0001694145,0.0001702449,0.000796752,0.001097729,0.0003623356,0.001241785,0.0003170064,0.0001214555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668914,"about_ca_system_score_gemma":0.0007786407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188397,"about_ca_topic_score_gemma":0.03666904,"domain_scores_codex":[0.9997868,0.00005335481,0.000009534258,0.00002905646,0.00002190241,0.00009938973],"domain_scores_gemma":[0.9998716,0.00002004191,0.00005259714,0.00001096427,0.00001364338,0.00003122745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005516604,0.0004363548,0.7788944,0.0002262044,0.0001023186,0.009173259,0.1358982,0.002350132,0.01071247,0.01126166,0.00130511,0.04908833],"study_design_scores_gemma":[0.00001138111,0.0001523709,0.9605607,0.00002882498,0.00001359399,0.0008777818,0.03436981,0.0003944806,0.0002090703,0.0004091401,0.002962115,0.00001080343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993176,0.00003974942,0.0000294383,0.00003513877,0.000001258292,0.000005927836,0.0000144418,0.000001278563,0.0005551872],"genre_scores_gemma":[0.9996283,0.00004478939,0.00003107176,0.000005629843,0.000001002972,0.000003481988,0.00002044732,4.732526e-7,0.000264856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188397,"threshold_uncertainty_score":0.03746009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06693266212211334,"score_gpt":0.2908305178399371,"score_spread":0.2238978557178237,"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."}}