{"id":"W3040169453","doi":"10.5604/01.3001.0014.2518","title":"Theoretical and Methodological Basics Teaching Ukrainian in a Foreign-Language Environment: Comparative Aspect","year":2020,"lang":"en","type":"article","venue":"Studia Gdańskie Wizje i rzeczywistość","topic":"Ukrainian Cultural and Linguistic Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Diaspora; Foreign language; Settlement (finance); Ethnic group; Sociology; Pedagogy; Linguistics; Anthropology; Computer science; Gender studies","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":[0.001432656,0.0002884633,0.0006525104,0.00004595563,0.0007514856,0.00007382846,0.0002816267,0.0001347686,0.0004297314],"category_scores_gemma":[0.002849105,0.0002261322,0.0001042741,0.0001865426,0.001988178,0.00007568106,0.0002513638,0.0005753605,0.00005821572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215645,"about_ca_system_score_gemma":0.00005904632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002806415,"about_ca_topic_score_gemma":0.0003879379,"domain_scores_codex":[0.9968646,0.001158943,0.0003699815,0.0005939575,0.0004315113,0.0005810034],"domain_scores_gemma":[0.9979492,0.001485458,0.0001027376,0.000132089,0.00002296546,0.0003075893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005892413,0.0000649039,0.001271586,0.00001112128,0.00005588041,0.0001346456,0.4476803,0.000002756883,0.0000635894,0.5480621,0.0002466065,0.0023475],"study_design_scores_gemma":[0.003181535,0.0009677131,0.0410617,0.0001299415,0.0002210601,0.00001263642,0.4510241,0.0002285649,0.00006783886,0.06154727,0.4398969,0.001660821],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2593314,0.001882091,0.0002018286,0.01067721,0.0001767547,0.0007306868,0.00003343856,0.0001518555,0.7268147],"genre_scores_gemma":[0.9923875,0.0002283916,0.005320601,0.001130925,0.0007300127,0.00003827006,0.000005703595,0.00001373554,0.0001448714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7330561,"threshold_uncertainty_score":0.9221402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127624655795213,"score_gpt":0.3863575620699285,"score_spread":0.2587329062747155,"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."}}