{"id":"W2895298987","doi":"10.21226/ewjus417","title":"Discourses on Languages and Identities in Readers' Comments in Ukrainian Online News Media: An Ethnolinguistic Identity Theory Perspective","year":2018,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Hegemony; Identity (music); Sociology; Linguistics; Denial; Cultural hegemony; Gender studies; Political science; Psychology; Law; Aesthetics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009969692,0.0002887289,0.0006333395,0.0006902569,0.0003445485,0.0002476292,0.0003673672,0.00006664928,0.0001767315],"category_scores_gemma":[0.01387826,0.000243568,0.0001035202,0.0001096808,0.001604829,0.0006500578,0.0001857374,0.0004678529,0.00001903036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905306,"about_ca_system_score_gemma":0.00006583511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001831015,"about_ca_topic_score_gemma":0.140148,"domain_scores_codex":[0.9979609,0.0003172221,0.000598919,0.0002901836,0.0004628557,0.0003698974],"domain_scores_gemma":[0.9970942,0.0003693058,0.0003971672,0.0002103366,0.001796498,0.0001324817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001819479,0.0004545932,0.01582938,0.00005479485,0.0002243182,0.0003973096,0.970974,0.00000130273,0.000001334968,0.01090804,0.0003877085,0.0005852784],"study_design_scores_gemma":[0.001375985,0.0005010456,0.02936477,0.0005037021,0.0001172344,0.000007644867,0.9564068,0.000002866136,0.000004964211,0.009963986,0.001478309,0.0002726459],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860753,0.00486426,0.000002243649,0.0004762029,0.005637277,0.000135938,0.000142095,0.00002285985,0.002643774],"genre_scores_gemma":[0.9853706,0.0007919559,0.0001225874,0.0006051915,0.01278939,0.000001777864,0.000007368976,0.00002388722,0.0002872004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138317,"threshold_uncertainty_score":0.9944283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0809553922759523,"score_gpt":0.3790639763797071,"score_spread":0.2981085841037548,"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."}}