{"id":"W3201423109","doi":"","title":"СИСТЕМА ІНДИКАТОРІВ УМОВ ПРОЖИВАННЯ НАСЕЛЕННЯ НА МІСЦЕВОМУ РІВНІ: ПРИНЦИПИ ФОРМУВАННЯ ТА ВИКОРИСТАННЯ","year":2021,"lang":"uk","type":"article","venue":"Demography and social economy","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Novelty; Component (thermodynamics); Quality of life (healthcare); Relevance (law); Business; Computer science; Geography; Psychology; Political science; Social psychology; Environmental health; Medicine","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00123743,0.000860353,0.001665528,0.0007728033,0.001567365,0.001148196,0.0005582987,0.001026345,0.004131961],"category_scores_gemma":[0.0001149383,0.00119113,0.001075851,0.0014296,0.0006274545,0.001138493,0.0002935859,0.0008825129,0.0005245706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396934,"about_ca_system_score_gemma":0.0005473945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003284002,"about_ca_topic_score_gemma":0.0003181031,"domain_scores_codex":[0.9945583,0.0001999133,0.001854471,0.001840329,0.0001136767,0.001433268],"domain_scores_gemma":[0.9971233,0.0002437746,0.001051436,0.0007902745,0.0002850545,0.0005061339],"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":[0.0001239554,0.0009234478,0.3850813,0.0006616489,0.001457049,0.00005308342,0.01068682,0.000006975239,0.00001035893,0.5374117,0.0414107,0.02217295],"study_design_scores_gemma":[0.001953695,0.0001150866,0.1559311,0.00006126329,0.0002012497,0.00002323255,0.004385151,0.0002732865,0.00006882212,0.1073637,0.7279658,0.001657596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4757302,0.03350546,0.0005304692,0.0167811,0.0059817,0.0008829735,0.0008923396,0.0001990309,0.4654967],"genre_scores_gemma":[0.977483,0.005560822,0.0005675345,0.003628763,0.00297258,0.0001396651,0.0004962218,0.0001488961,0.009002471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6865551,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173396359187247,"score_gpt":0.2020523069010635,"score_spread":0.1847126709823388,"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."}}