{"id":"W4408087157","doi":"10.5539/ijel.v15n2p1","title":"Exploring Discrimination Online: A Critical Discourse Analysis of New Forms of Hate Speech Against Gypsy, Roma and Traveller Communities","year":2025,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical discourse analysis; Psychology; Linguistics; Sociology; Social psychology; Political science; Law; Philosophy; Politics","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":[0.0004608396,0.0001187767,0.0004733607,0.0007025737,0.0001268768,0.00001544661,0.0002953523,0.00006841101,0.00002573783],"category_scores_gemma":[0.02644769,0.0001001696,0.0001638769,0.0002505487,0.0001612415,0.0001223914,0.0001605975,0.000413304,2.282755e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007434341,"about_ca_system_score_gemma":0.0001763409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002004592,"about_ca_topic_score_gemma":0.0006478408,"domain_scores_codex":[0.9981743,0.0001042221,0.001064958,0.00007958166,0.0004235603,0.0001534443],"domain_scores_gemma":[0.9872763,0.001379548,0.0005323947,0.0001236026,0.01061909,0.00006902527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001484801,0.002202315,0.3396955,0.001493259,0.01706308,0.0001045684,0.2394447,0.00178728,0.0002446888,0.3391832,0.01195098,0.0453456],"study_design_scores_gemma":[0.004067488,0.0004506418,0.5652394,0.005227914,0.004571284,0.000001267914,0.3799857,0.003731937,0.0009932076,0.01272228,0.02254089,0.0004679933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781284,0.0003872782,0.001298034,0.0003719533,0.006608857,0.00009199553,0.0001658443,0.000009446802,0.01293814],"genre_scores_gemma":[0.9951725,0.001078427,0.001839843,0.0001197762,0.001549409,0.000002272734,0.00003847987,0.000009292257,0.000189972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3264609,"threshold_uncertainty_score":0.9817529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460921818371218,"score_gpt":0.453360418632659,"score_spread":0.3072682367955372,"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."}}