{"id":"W2162308994","doi":"","title":"Best practices in ELL instruction","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02159538,0.0003842146,0.0004175261,0.003681058,0.007557245,0.01763803,0.003532043,0.005335808,0.01454588],"category_scores_gemma":[0.03400277,0.0004141149,0.0004698656,0.002905956,0.006630193,0.007231001,0.01117497,0.006057054,0.003951297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571496,"about_ca_system_score_gemma":0.03762575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04729518,"about_ca_topic_score_gemma":0.140667,"domain_scores_codex":[0.9751588,0.01219855,0.001552692,0.001177411,0.007916635,0.001995932],"domain_scores_gemma":[0.9749141,0.007745731,0.0008405626,0.002562162,0.009556244,0.004381243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009150427,0.0008480827,0.00523804,0.0006794274,0.00002567438,0.0006805168,0.03632354,0.0007151376,0.0005345063,0.1581448,0.09635368,0.700365],"study_design_scores_gemma":[0.00005278925,0.0001364051,0.009467075,0.007475133,0.00005170363,0.0005467857,0.0680338,0.0006867356,0.002694296,0.09641059,0.8143454,0.00009938118],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06250768,0.04167003,0.02437363,0.3676757,0.00427884,0.000298607,0.00026078,0.0007932498,0.4981414],"genre_scores_gemma":[0.7093332,0.02522114,0.07528999,0.03333882,0.0008030636,0.0003712661,0.0004508802,0.0005712388,0.1546205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04729518,"threshold_uncertainty_score":0.1142086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168234349527274,"score_gpt":0.2872653808644152,"score_spread":0.1704419459116878,"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."}}