{"id":"W7135480556","doi":"","title":"Heritage Language and Culture Maintenance in the Ethnic Czech Community in North Bosnian Villages","year":2024,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Heritage language; Ethnic group; Bosnian; Quarter (Canadian coin); Human settlement; Field research; Nationality","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004924256,0.0006119495,0.000641209,0.0005104197,0.0007357066,0.002921603,0.0007704351,0.0004600468,0.000006783985],"category_scores_gemma":[0.0025769,0.0004961853,0.0003232754,0.0004164544,0.0004986946,0.001024536,0.0001765176,0.002052275,0.000008851821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789183,"about_ca_system_score_gemma":0.0002230188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849387,"about_ca_topic_score_gemma":0.01356688,"domain_scores_codex":[0.9963233,0.0004622717,0.001063045,0.0006266629,0.001126126,0.0003986132],"domain_scores_gemma":[0.995867,0.0004029869,0.0005393601,0.0005112787,0.002573841,0.000105565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002596818,0.0007568779,0.03128237,0.003388324,0.0002283811,0.001727068,0.9521182,0.00001359345,0.0002256969,0.004391241,0.005357597,0.0002509615],"study_design_scores_gemma":[0.001551585,0.0005653464,0.3251967,0.007707715,0.0003554691,0.0001633762,0.6443949,0.0001585019,0.0006846022,0.003072739,0.01426236,0.001886763],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208173,0.01816226,3.110553e-7,0.00001987112,0.005855828,0.0005095697,0.0008259023,0.00004390193,0.05376513],"genre_scores_gemma":[0.9545463,0.000191432,0.00001032486,0.0001150936,0.003354247,0.00002569813,0.001849619,0.00004753936,0.03985969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3077233,"threshold_uncertainty_score":0.999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139374774343847,"score_gpt":0.2517558200405813,"score_spread":0.2378183426061966,"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."}}