{"id":"W7134242370","doi":"10.3138/ukrainamoderna.32.135","title":"Immigration to Canada from Independent Ukraine (1991–2021): A Historical Context and Sociological ProfileІміґрація до Канади з незалежної України (1991–2021): історичний контекст і соціологічний портрет","year":2022,"lang":"en","type":"article","venue":"Ukraina Moderna","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Immigration; Context (archaeology); Period (music); Socioeconomic status","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001612791,0.0004573003,0.0006476456,0.0002446446,0.002136235,0.0002317904,0.0008315353,0.0003357138,0.002072602],"category_scores_gemma":[0.0006375972,0.0004997436,0.000199346,0.0006855731,0.0002569507,0.0004507758,0.0003405325,0.0009511883,0.00004187259],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006058816,"about_ca_system_score_gemma":0.002032934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9127533,"about_ca_topic_score_gemma":0.9353384,"domain_scores_codex":[0.9937358,0.0009171577,0.0008423654,0.001194899,0.002425205,0.000884559],"domain_scores_gemma":[0.9976075,0.0005378575,0.0003441641,0.0004601603,0.0003999878,0.0006502953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001474598,0.002995248,0.07116106,0.0001151533,0.00103951,0.0009160446,0.3733752,0.003370282,0.006290412,0.212946,0.246943,0.07937343],"study_design_scores_gemma":[0.001954972,0.0004076593,0.08531323,0.00003052019,0.000149626,0.00001288995,0.02176131,0.002306242,0.00008186029,0.01706116,0.8694611,0.001459418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526526,0.001322774,0.001059928,0.03721818,0.001873898,0.001525065,0.0007081646,0.00014637,0.003492963],"genre_scores_gemma":[0.9891385,0.0001240085,0.0004917743,0.002458248,0.0008773825,0.000470577,0.0007064854,0.00004951659,0.005683486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6225181,"threshold_uncertainty_score":0.9997454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592851725605484,"score_gpt":0.2666808387059157,"score_spread":0.2407523214498609,"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."}}