{"id":"W2909982921","doi":"10.12968/htup.2019.1.12","title":"Supporting EAL learners in your classroom","year":2019,"lang":"en","type":"article","venue":"Headteacher Update","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Class (philosophy); Pedagogy; Sociology; Psychology; Mathematics education; Computer science","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":[0.004625099,0.0005779091,0.0006418998,0.0009373915,0.005925382,0.005223393,0.002581444,0.003698174,0.04336865],"category_scores_gemma":[0.01146889,0.000359215,0.0005851112,0.00047111,0.00155921,0.005807626,0.015088,0.006048752,0.0202166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655448,"about_ca_system_score_gemma":0.007972295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002763,"about_ca_topic_score_gemma":0.01587244,"domain_scores_codex":[0.9973524,0.0006836497,0.000124772,0.0001956001,0.0006711803,0.0009725224],"domain_scores_gemma":[0.9839655,0.001108767,0.0005063993,0.0003411041,0.002937131,0.01114109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009038607,0.002257625,0.006225972,0.000491793,0.00001067517,0.001711746,0.02115723,0.00008729044,0.002467763,0.00185403,0.4397456,0.5238999],"study_design_scores_gemma":[0.00006329572,0.0003752818,0.003817655,0.001023995,0.00001672509,0.001818532,0.05511665,0.00009794096,0.002091114,0.002281838,0.9332457,0.00005110243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1817492,0.01767385,0.0118307,0.3654141,0.0262543,0.0007854239,0.0006891738,0.006135283,0.389468],"genre_scores_gemma":[0.3224374,0.01867345,0.04873838,0.112993,0.004648541,0.001383981,0.0008501413,0.001188548,0.4890864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04336865,"threshold_uncertainty_score":0.1450825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051514967782616,"score_gpt":0.2864599843966855,"score_spread":0.2559448347188594,"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."}}