{"id":"W7162647884","doi":"10.1108/978-1-64802-755-020251040","title":"Support For English Language Learners in Kindergarten Through Twelfth-Grade Classrooms:","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"English language; Language assessment; Language acquisition; First language; Comprehension approach","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":[0.0004650743,0.0002106891,0.0003155771,0.0003865184,0.002764184,0.001906412,0.001286506,0.000793258,0.005225293],"category_scores_gemma":[0.001324398,0.0001866992,0.0001589878,0.00041475,0.0003461097,0.001619646,0.00242588,0.001242199,0.0009008934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027803,"about_ca_system_score_gemma":0.00952653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06949427,"about_ca_topic_score_gemma":0.3023281,"domain_scores_codex":[0.9996058,0.0000635291,0.00001056278,0.00002780266,0.00005263925,0.0002396027],"domain_scores_gemma":[0.9991814,0.0000662346,0.00005035615,0.00001014213,0.00009636526,0.0005953655],"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":[0.0003325394,0.002213292,0.1251884,0.0007082737,0.00002493816,0.00167488,0.1695255,0.000110689,0.002770625,0.006327108,0.07859012,0.6125336],"study_design_scores_gemma":[0.0001232922,0.0007555752,0.4144457,0.002607673,0.00008091499,0.0006868053,0.434792,0.0001840449,0.002196436,0.001682717,0.1423903,0.00005457747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9023765,0.01058934,0.0002023826,0.01863579,0.0004241743,0.00009454586,0.0004137815,0.00005966857,0.06720386],"genre_scores_gemma":[0.9128783,0.009305901,0.001058883,0.001169416,0.00004725883,0.0002231156,0.0004335145,0.00002351317,0.07486021],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06949427,"threshold_uncertainty_score":0.1381795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162712227842962,"score_gpt":0.3128325226724741,"score_spread":0.2812054003940445,"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."}}