{"id":"W2923189886","doi":"10.12968/htup.2019.2.45","title":"Supporting an effective transition for EAL pupils","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":"Transition (genetics); Mathematics education; Medical education; Psychology; Sociology; Pedagogy; Medicine","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":[0.004304022,0.0006127548,0.0005048292,0.0007116033,0.006188478,0.004316153,0.001783353,0.004088588,0.01376132],"category_scores_gemma":[0.009150836,0.0003004167,0.0009935611,0.0002882698,0.001682232,0.004337229,0.01821638,0.006570042,0.005789219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718229,"about_ca_system_score_gemma":0.01013276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004975952,"about_ca_topic_score_gemma":0.01580771,"domain_scores_codex":[0.997242,0.000670001,0.0001291125,0.0001541309,0.0004432361,0.001361591],"domain_scores_gemma":[0.9914092,0.0005744491,0.0003787775,0.0001465283,0.001142966,0.006348062],"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":[0.0003706451,0.004972577,0.02174925,0.001459567,0.00005602309,0.004911672,0.0666246,0.0003311323,0.005089581,0.008614101,0.3844106,0.5014102],"study_design_scores_gemma":[0.000230071,0.001198957,0.02778957,0.002486049,0.00005846949,0.001259283,0.1546012,0.0002856085,0.004076204,0.00585606,0.8020115,0.0001469444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3709581,0.01252301,0.01202758,0.4098603,0.02263423,0.001134482,0.0005595419,0.002988633,0.1673141],"genre_scores_gemma":[0.714431,0.01151574,0.03740281,0.06279265,0.001704514,0.001608094,0.0007244835,0.0006538924,0.1691668],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01376132,"threshold_uncertainty_score":0.04603618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747505422960277,"score_gpt":0.2878548423383192,"score_spread":0.2703797881087164,"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."}}