{"id":"W630709209","doi":"","title":"Language ideologies and media discourse : texts, practices, politics","year":2010,"lang":"en","type":"book","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; German; Nationalism; Media studies; Politics; Language planning; Sociology; Political science; History; Law; Pedagogy","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001622005,0.0002914905,0.0003510663,0.0001441426,0.0003196171,0.0004872782,0.0003035636,0.0002650152,0.006222632],"category_scores_gemma":[0.008761485,0.0002381339,0.00009241806,0.000006489526,0.001021881,0.0002194918,0.0003291925,0.0006509136,0.0003266661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004371226,"about_ca_system_score_gemma":0.0001906301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003837518,"about_ca_topic_score_gemma":0.03964031,"domain_scores_codex":[0.9988556,0.00002646588,0.0002192351,0.0003270418,0.0002756048,0.0002960396],"domain_scores_gemma":[0.9981248,0.0003240592,0.0004090728,0.0003627726,0.0006559742,0.0001233242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004013358,0.00003647343,0.0001505375,0.0001614566,0.00008495662,0.0001066159,0.07698487,8.604765e-9,3.905131e-7,0.4049343,0.5170586,0.0004778515],"study_design_scores_gemma":[0.0002063864,0.00002839247,0.00008035707,0.0000519047,0.0003611045,0.00000190839,0.06251083,0.000001934969,0.000005872772,0.02314979,0.9131365,0.0004649684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003894468,0.002413456,0.000002406623,0.0001058311,0.01467105,0.0001729807,0.0006992762,0.0001915052,0.977849],"genre_scores_gemma":[0.00431216,0.0002961225,0.0001414615,0.0004286038,0.03831365,0.00000195392,0.0003556281,0.00003513052,0.9561153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.396078,"threshold_uncertainty_score":0.9995881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108503960152824,"score_gpt":0.2728952639160351,"score_spread":0.2418102243145069,"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."}}