{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003948834,0.00008334279,0.0004169606,0.0001999131,0.00002850682,0.000006654714,0.0002311715,0.0001641069,0.0005950687],"category_scores_gemma":[0.000111428,0.00009766497,0.0001389181,0.000007474667,0.0003603103,0.0001614767,0.00004189662,0.0001578102,0.00001421114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344355,"about_ca_system_score_gemma":0.00007923287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003039195,"about_ca_topic_score_gemma":0.000006000686,"domain_scores_codex":[0.9985957,0.00004776856,0.001104564,0.0001020476,0.00002286447,0.0001270903],"domain_scores_gemma":[0.9985672,0.000156809,0.0009768315,0.00008506639,0.0001823182,0.00003173617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000690345,0.0001030254,0.07353588,0.0000274626,0.0007137916,0.000009525766,0.01141123,0.0003414892,0.0005423169,0.9113237,0.0001838765,0.001738637],"study_design_scores_gemma":[0.003450897,0.0003314582,0.1214655,0.0000429184,0.00007377975,0.0003472721,0.001958588,0.0007015982,0.004825263,0.8597021,0.006864852,0.0002358251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896254,0.001707663,0.002267268,0.002407722,0.001420895,0.00003711107,0.0001782295,0.000003122326,0.002352576],"genre_scores_gemma":[0.9967992,0.001513915,0.001234472,0.0002138692,0.0001291327,0.000001448179,0.00004575982,0.000006541042,0.00005566786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05162169,"threshold_uncertainty_score":0.6515585,"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."}}