{"id":"W4319435893","doi":"10.37659/2663-5070-2019-3-31-38","title":"RISK-MANAGEMENT IN PUBLIC AUTHORITIES: INTERNATIONAL ASPECT","year":2019,"lang":"en","type":"article","venue":"Business Economics Sustainability Leadership and Innovation","topic":"Banking, Crisis Management, COVID-19 Impact","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Government (linguistics); Order (exchange); Business; Risk assessment; Public management; Political science; Risk analysis (engineering); Public administration; Economics; Finance; 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":[0.001134078,0.0001669954,0.0001858304,0.0002561327,0.0001001254,0.0003199334,0.000274648,0.00009969048,0.0002347625],"category_scores_gemma":[0.0003894125,0.0000996255,0.00003187976,0.001430725,0.00007439718,0.0009136611,0.0001526013,0.000147879,0.00001403455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741045,"about_ca_system_score_gemma":0.00003318246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000441734,"about_ca_topic_score_gemma":0.0003898008,"domain_scores_codex":[0.9985667,0.00007411753,0.0004303278,0.0004745786,0.0001016138,0.0003526903],"domain_scores_gemma":[0.9991546,0.0001112538,0.000239952,0.0001221918,0.0003407977,0.00003121478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007162791,0.0001573869,0.4530172,0.0001891032,0.00004595787,0.000001929931,0.0003053828,0.0001942677,0.00004339085,0.3442049,0.0002300172,0.2015388],"study_design_scores_gemma":[0.000404785,0.00004179679,0.8934432,0.0000120274,0.000006829483,9.671037e-7,0.01131479,0.0008955652,0.000008459621,0.04414512,0.04948132,0.0002451139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622743,0.00002161431,0.00007739894,0.03170676,0.0003102642,0.0006126405,0.00001052589,0.00005733345,0.004929184],"genre_scores_gemma":[0.9982466,0.000109311,0.00006828475,0.0008138658,0.0001274233,0.00003483334,0.0001096635,0.000002276494,0.0004878193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.440426,"threshold_uncertainty_score":0.406261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05076129545475862,"score_gpt":0.2577015227941697,"score_spread":0.2069402273394111,"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."}}