{"id":"W7165772734","doi":"10.2458/cms.6489","title":"In the Margins: German Language Varieties in L2 German Textbooks","year":2024,"lang":"","type":"article","venue":"Critical multilingualism studies","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"German; Subject (documents); German studies; Natural language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157829,0.0002615482,0.0002048295,0.002219271,0.003113331,0.009091367,0.0004632167,0.000857859,0.01010728],"category_scores_gemma":[0.007273237,0.0003338334,0.0001026936,0.002794086,0.004975761,0.01094175,0.005206127,0.001577205,0.001104929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003452436,"about_ca_system_score_gemma":0.001551322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007394353,"about_ca_topic_score_gemma":0.01465855,"domain_scores_codex":[0.9981743,0.0009682334,0.00009117857,0.0002361996,0.0002954259,0.0002346116],"domain_scores_gemma":[0.9970362,0.001568426,0.0003883388,0.0002387408,0.000543563,0.0002248191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002172389,0.00007218477,0.01092024,0.0002245683,0.000008960672,0.0005455154,0.415962,0.0001856246,0.003519918,0.4977998,0.01357956,0.05696439],"study_design_scores_gemma":[0.00004386465,0.00009501919,0.06753963,0.0007751473,0.00003886585,0.00065992,0.4696943,0.0006271153,0.006329921,0.06213187,0.3919955,0.00006893681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6813204,0.002586207,0.00236939,0.004972726,0.0001816414,0.00002714667,0.0002781056,0.00009713387,0.3081672],"genre_scores_gemma":[0.9913424,0.0002436072,0.0002619837,0.0001776111,0.00002033851,0.000009968821,0.00007474641,0.00007382637,0.007795614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010728,"threshold_uncertainty_score":0.03381222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12184002705683,"score_gpt":0.5020461905311687,"score_spread":0.3802061634743387,"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."}}