{"id":"W2490449665","doi":"10.18192/olbiwp.v2i0.1081","title":"In support of plurilingual people living in multilingual societies: Policies and frameworks of European language education","year":2011,"lang":"en","type":"article","venue":"OLBI Journal","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; Multilingualism; Diversity (politics); Political science; Language policy; Linguistic diversity; Multilingual Education; Public administration; Linguistics; Sociology; Pedagogy; Business; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007137871,0.00007996405,0.0001706034,0.0002093215,0.0000685402,0.00003869205,0.00009550068,0.00004701295,0.001796829],"category_scores_gemma":[0.0002454269,0.00007143182,0.00004649568,0.0000342462,0.00009309386,0.0001550488,0.00003380749,0.0006076529,0.000002190206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001508487,"about_ca_system_score_gemma":0.00006918768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411978,"about_ca_topic_score_gemma":0.001984272,"domain_scores_codex":[0.9992092,0.0001405391,0.0003272636,0.00008197699,0.00009467809,0.0001463936],"domain_scores_gemma":[0.9995458,0.0001048336,0.0001960697,0.00007275564,0.00004560839,0.00003496941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001022369,0.0001274559,0.02396798,0.00004590528,0.00001028086,0.00001197645,0.9637761,0.000004929683,0.0001604314,0.0014533,0.0002086861,0.01022275],"study_design_scores_gemma":[0.000472345,0.000167618,0.07943194,0.0005196102,0.0000188923,0.00008937955,0.9165,0.00004218826,0.0004122624,0.0003087387,0.001835038,0.0002020259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683092,0.0005481598,0.000006058442,0.00004464367,0.0002340203,0.00003082465,0.000002388823,0.000007243798,0.03081747],"genre_scores_gemma":[0.9975628,0.00003130686,0.0002578472,0.0002350389,0.0003803207,5.440615e-7,0.000001320553,0.00001405854,0.001516716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05546396,"threshold_uncertainty_score":0.9991156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175905635713914,"score_gpt":0.2630087526479226,"score_spread":0.2454181890765312,"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."}}