{"id":"W2081542651","doi":"10.1093/applin/amr024","title":"Ofelia Garcia: Bilingual Education in the 21st Century: A Global Perspective.","year":2011,"lang":"en","type":"article","venue":"Applied Linguistics","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Garcia; Neuroscience of multilingualism; Sociology; Norm (philosophy); Perspective (graphical); Humanities; Political science; Linguistics; Computer science; Philosophy; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002733379,0.0001266355,0.0001146327,0.00004993233,0.0002269728,0.00009760401,0.0002195579,0.0000494089,0.0005755667],"category_scores_gemma":[0.000533748,0.00009463335,0.00003957917,0.00005241295,0.0001124934,0.000009924313,0.00002598256,0.0003380803,0.00009400452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000727687,"about_ca_system_score_gemma":0.0001783327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006137315,"about_ca_topic_score_gemma":0.003221949,"domain_scores_codex":[0.9992343,0.00005039149,0.0001695183,0.0001981693,0.0001354587,0.0002122127],"domain_scores_gemma":[0.9994981,0.00007014179,0.00007311751,0.0002182062,0.0001079053,0.00003248301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001105507,0.0001483646,0.0004080164,0.000007514651,0.000008950195,0.000004602301,0.1502255,6.597629e-7,0.000001005501,0.8418379,0.0003101594,0.007036227],"study_design_scores_gemma":[0.0002309949,0.0000389405,0.001282838,0.0000204587,0.00003875863,0.000003571062,0.5445519,0.00001116358,0.000006009408,0.01958017,0.4340333,0.0002018594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08180931,0.0005151899,0.000004771671,0.0000351585,0.001143252,0.0001458558,0.000009951808,0.0000669018,0.9162696],"genre_scores_gemma":[0.9953129,0.00001215537,0.0003410179,0.0008640675,0.002830336,0.00001126126,0.00001814156,0.0000139395,0.0005961412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9156735,"threshold_uncertainty_score":0.9277825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308848901621648,"score_gpt":0.2727745736761931,"score_spread":0.2418896835140283,"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."}}