{"id":"W4221031875","doi":"10.52058/2708-7530-2022-2(20)-333-351","title":"МОДЕРНІЗАЦІЯ ЛОКАЛЬНОГО РИНКУ ПОСЛУГ ЖИТЛОВО-КОМУНАЛЬНОГО ГОСПОДАРСТВА В УМОВАХ МОНОПОЛІСТИЧНОЇ СТАГНАЦІЇ","year":2022,"lang":"uk","type":"article","venue":"Наукові перспективи (Naukovì perspektivi)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002237804,0.002862981,0.002758177,0.001827708,0.003219113,0.0004382374,0.004280804,0.001669694,0.02617927],"category_scores_gemma":[0.0004124786,0.003424316,0.001637921,0.003456197,0.00148718,0.001333322,0.002456227,0.006840135,0.003406145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079027,"about_ca_system_score_gemma":0.001411608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119317,"about_ca_topic_score_gemma":0.0006846857,"domain_scores_codex":[0.9861097,0.001043147,0.002603334,0.00341164,0.002431915,0.004400229],"domain_scores_gemma":[0.9930044,0.0007433831,0.0006509172,0.004204094,0.0003890992,0.001008144],"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":[0.0014505,0.003513651,0.00613545,0.00211779,0.005041751,0.003797729,0.02756655,0.04603215,0.01114213,0.6594039,0.1992764,0.03452202],"study_design_scores_gemma":[0.01259743,0.005560663,0.01213236,0.0007879658,0.002660772,0.002556848,0.1102683,0.03980604,0.005346911,0.1804142,0.6131569,0.01471173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4108815,0.09541987,0.002665687,0.01437597,0.01758431,0.004748506,0.003606312,0.008954813,0.441763],"genre_scores_gemma":[0.9765593,0.002745483,0.00173696,0.0009617171,0.001569665,0.0009362443,0.0004878892,0.0007194022,0.01428329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5656778,"threshold_uncertainty_score":0.9996263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009170759523467135,"score_gpt":0.2021405074283047,"score_spread":0.1929697479048376,"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."}}