{"id":"W3110220580","doi":"10.1515/eujal-2019-0008","title":"Ethnolinguistic Identity, Coping Strategies and Language Use among Young Hungarians in Slovakia","year":2021,"lang":"en","type":"article","venue":"European Journal of Applied Linguistics","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Vitality; Psychology; Coping (psychology); Perception; Social psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008528705,0.0002140957,0.0003717742,0.000236433,0.0002595304,0.001522687,0.0002956468,0.00003943749,0.0001428243],"category_scores_gemma":[0.02407942,0.0002221571,0.00009319312,0.00009054727,0.0003225502,0.0001773423,0.0002310434,0.0005404653,0.00002330711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005917054,"about_ca_system_score_gemma":0.0001377737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004448512,"about_ca_topic_score_gemma":0.003765927,"domain_scores_codex":[0.9982941,0.0001466608,0.00067512,0.0002347069,0.0003568271,0.0002925825],"domain_scores_gemma":[0.9966407,0.000165387,0.0004244583,0.0002215049,0.002386082,0.000161853],"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":[0.0001425206,0.0003386448,0.02220438,0.0005244211,0.0002997947,0.0169983,0.385082,0.0003662728,0.0001203826,0.5648354,0.008669375,0.0004184872],"study_design_scores_gemma":[0.006796783,0.0003365147,0.04804448,0.001286141,0.001231971,0.00006757632,0.7701806,0.0003731608,0.0004507131,0.02398482,0.1449605,0.002286728],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8352357,0.0009509116,0.0007999187,0.00001017334,0.02013429,0.000132671,0.00005365906,0.00006424748,0.1426185],"genre_scores_gemma":[0.9794077,0.0001205885,0.001255508,0.00017324,0.01857141,2.52931e-7,0.00001418692,0.00004113515,0.0004159616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5408505,"threshold_uncertainty_score":0.9995138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825130371181236,"score_gpt":0.24035614521045,"score_spread":0.2121048414986376,"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."}}