{"id":"W2500789127","doi":"10.1037/13275-020","title":"The education of English language learners.","year":2011,"lang":"en","type":"book-chapter","venue":"American Psychological Association eBooks","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Linguistics; Mathematics education; Psychology; Philosophy","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":[0.0005476729,0.0002450146,0.000178833,0.0003145441,0.001355148,0.001883139,0.0003499308,0.001115177,0.02137437],"category_scores_gemma":[0.00143578,0.0001138376,0.00009090862,0.0003620428,0.001185261,0.002534986,0.001850193,0.002171618,0.005197254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100442,"about_ca_system_score_gemma":0.004462794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005732023,"about_ca_topic_score_gemma":0.02722744,"domain_scores_codex":[0.9997334,0.00009251481,0.000007343346,0.00001822639,0.00007424343,0.00007426709],"domain_scores_gemma":[0.9994639,0.0001352493,0.00002818493,0.00001677357,0.00008159159,0.0002742672],"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":[0.00001317028,0.0001133559,0.0007212901,0.0001999065,0.000001738919,0.0001062134,0.006472343,0.0000312318,0.0001659257,0.08735938,0.6069724,0.2978431],"study_design_scores_gemma":[0.000002742047,0.00001113316,0.00143129,0.0003382987,9.924029e-7,0.00007718478,0.002491326,0.00001531309,0.00005209809,0.008460082,0.9871174,0.000002233961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00452651,0.1033322,0.000610569,0.06762373,0.003086335,0.00002480657,0.00008449775,0.00006864733,0.8206426],"genre_scores_gemma":[0.05799625,0.0592301,0.0008762108,0.01175162,0.0007752773,0.00005280389,0.00007397546,0.00004096889,0.8692029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02137437,"threshold_uncertainty_score":0.07150441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04997969125298674,"score_gpt":0.4209307816046418,"score_spread":0.370951090351655,"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."}}