{"id":"W4391893007","doi":"10.18524/2303-9914.2023.2(43).292735","title":"CHANGES IN MIGRATION PREFERENCES OF UKRAINIANS DURING THE RUSSO-UKRAINIAN WAR","year":2023,"lang":"en","type":"article","venue":"Odesa National University Herald Geography and Geology","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Political science; Linguistics; Philosophy","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":[0.0003560779,0.00005804292,0.0001144992,0.0005417594,0.0001174691,0.000005980086,0.0001045782,0.0000687916,0.0001399654],"category_scores_gemma":[0.00003672065,0.00005893583,0.00003386416,0.0006552371,0.00009911365,0.0001081519,0.00003001254,0.00006951905,0.00001046745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002002163,"about_ca_system_score_gemma":0.00001700019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371741,"about_ca_topic_score_gemma":0.006426634,"domain_scores_codex":[0.9995185,0.00003074314,0.0001213081,0.0001674899,0.00003238232,0.0001296499],"domain_scores_gemma":[0.9996828,0.00008281354,0.0001004959,0.00006791291,0.00004497138,0.0000210118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003512425,0.00003022903,0.9622595,0.00002123634,0.00003037608,0.000001496751,0.004466079,0.0001076962,0.00001586921,0.03261612,0.0001498897,0.0002663686],"study_design_scores_gemma":[0.0002820088,0.00002560963,0.9603688,0.000004199601,0.000001996151,0.000001021789,0.000589537,0.0003424907,0.000008505184,0.01083091,0.02747764,0.00006731594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866543,0.0001803565,0.000002547402,0.008470406,0.0001244839,0.0000842914,0.00005866596,0.00001539907,0.004409482],"genre_scores_gemma":[0.9978811,0.001213776,0.00003449387,0.00007657806,0.00003159641,0.000002082129,0.00004129116,0.000002353939,0.0007167571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02732775,"threshold_uncertainty_score":0.3586213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718198582013683,"score_gpt":0.1931261133280741,"score_spread":0.1759441275079373,"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."}}