{"id":"W3125221087","doi":"10.29030/2309-2076-2020-13-4-223-229","title":"IMPROVING THE EFFECTIVENESS OF MANAGEMENT IN THE FIELD OF HOUSING AND COMMUNAL SERVICES: FOREIGN EXPERIENCE","year":2020,"lang":"en","type":"article","venue":"Scientific Journal ECONOMIC SYSTEMS","topic":"Construction Management and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public housing; Business; Depreciation (economics); Public sector; Quality (philosophy); Control (management); Marketing; Economics; Economic growth; Economy; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.001972257,0.00005657622,0.000131851,0.00006059166,0.0001086813,0.0001745429,0.0002947094,0.0000146155,0.000005356772],"category_scores_gemma":[0.00001249832,0.00003723437,0.00003452241,0.0001110728,0.00008605146,0.0001477691,0.00006148779,0.00009374437,4.646432e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004402778,"about_ca_system_score_gemma":0.000008666542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007207428,"about_ca_topic_score_gemma":0.00001403181,"domain_scores_codex":[0.9993019,0.0001399443,0.0002944988,0.00008858044,0.00007662809,0.00009848188],"domain_scores_gemma":[0.9995112,0.0001916407,0.00008865335,0.0001699486,0.00001880157,0.00001978234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004272804,0.00008181418,0.2358539,0.06301538,0.0006855741,0.00004593391,0.09480393,0.5011655,0.005735988,0.04770277,0.0004521557,0.05002977],"study_design_scores_gemma":[0.001204265,0.00008482279,0.016681,0.0008603708,0.00008211659,0.00005614048,0.3252772,0.6513479,0.001339773,0.001783946,0.00100863,0.0002738578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958047,0.0003030898,0.001971551,0.00003292849,0.0004911895,0.0003054897,0.000001397144,0.000006987073,0.001082686],"genre_scores_gemma":[0.9999206,0.000009783238,0.00002220674,0.00001070531,0.00002191242,0.000007868212,2.516465e-7,0.000003266723,0.00000341399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2304732,"threshold_uncertainty_score":0.1683121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008464839202894592,"score_gpt":0.2162162486355974,"score_spread":0.2077514094327028,"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."}}