{"id":"W2986666824","doi":"10.15407/dse2019.03.086","title":"Ukrainian Diaspora in Canada: Methodology and Practice of Research","year":2019,"lang":"en","type":"article","venue":"Demography and social economy","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Ukrainian; Political science; Regional science; Geography; Linguistics; Law; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0675463,0.0009909756,0.001853066,0.01642913,0.01330823,0.01402236,0.005123199,0.001163148,0.003525205],"category_scores_gemma":[0.07964046,0.001160438,0.0008561417,0.04185014,0.009045561,0.002497774,0.007889204,0.001623795,0.0005753902],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1415053,"about_ca_system_score_gemma":0.3911634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9713676,"about_ca_topic_score_gemma":0.9722253,"domain_scores_codex":[0.9389879,0.03719808,0.004142781,0.004604567,0.01088645,0.004180293],"domain_scores_gemma":[0.9180358,0.02664698,0.004642884,0.005746619,0.04151091,0.00341686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003193838,0.0003665709,0.1523887,0.008629113,0.0004767394,0.001322092,0.2004684,0.004395514,0.001165463,0.1358573,0.02594338,0.4686674],"study_design_scores_gemma":[0.0001834568,0.0003126785,0.2049978,0.0159765,0.0005414879,0.0005680324,0.3850676,0.008586641,0.002690354,0.02661918,0.3541255,0.0003306982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3750935,0.07475146,0.2648536,0.02492571,0.001762469,0.04657172,0.01266545,0.001009051,0.1983671],"genre_scores_gemma":[0.6572806,0.02659,0.2661394,0.00347175,0.0001867681,0.02611424,0.002492527,0.0003731864,0.01735159],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1415053,"threshold_uncertainty_score":0.9957322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080891489756492,"score_gpt":0.3925518202247141,"score_spread":0.2844626712490649,"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."}}