{"id":"W4245605831","doi":"10.32545/encyclopedia202005.0003.v1","title":"Exploring the Dominance of the English Language on the Websites of EU Countries","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dominance (genetics); European union; Linguistics; English language; Preference; Political science; First language; Quarter (Canadian coin); Language policy; Computer science; Business; Geography; International trade; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002642053,0.0001633447,0.0002565119,0.00002676051,0.0002958803,0.0001612931,0.0009039582,0.00003579512,0.001044043],"category_scores_gemma":[0.004159002,0.00007327869,0.0002158345,0.00002659624,0.0005695288,0.00005953164,0.0008817181,0.0003643749,0.00003113319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001924829,"about_ca_system_score_gemma":0.00004835412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152714,"about_ca_topic_score_gemma":0.001926128,"domain_scores_codex":[0.9990321,0.00008607741,0.0002397589,0.0001838108,0.0003330155,0.0001252282],"domain_scores_gemma":[0.997932,0.0003674824,0.0002710038,0.0005911705,0.0008222381,0.00001611403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000304299,0.00004079644,0.0007393116,0.0003542335,0.0001357061,0.000002711652,0.6087857,0.00001670229,0.000005346005,0.3479256,0.04192127,0.00004219108],"study_design_scores_gemma":[0.0003740948,0.00007191716,0.002586503,0.0007409065,0.0004192085,8.808178e-8,0.7639335,0.00005870227,0.0148385,0.006384344,0.2101104,0.0004818296],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865217,0.0005323768,0.000004860633,0.0008175579,0.0162072,0.0004462441,0.0005223518,0.00005583614,0.09489185],"genre_scores_gemma":[0.9883137,0.0001788773,0.000007358018,0.0007460713,0.006732964,0.00001206757,0.000007022811,0.00001204845,0.003989866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3415412,"threshold_uncertainty_score":0.9998691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08856101235300695,"score_gpt":0.2241659645024857,"score_spread":0.1356049521494788,"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."}}