{"id":"W2217534465","doi":"10.21307/eb-2014-001","title":"Class size and academic results, with a focus on children from culturally, linguistically and economically disenfranchised communities","year":2014,"lang":"en","type":"article","venue":"Evidence Base","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Focus (optics); Mathematics education; Sociology; Class size; Psychology; Computer science; Artificial intelligence; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006276121,0.0005315532,0.001419652,0.003964444,0.0008620745,0.003426175,0.001414446,0.0009951669,0.01300271],"category_scores_gemma":[0.03900892,0.0003504182,0.002640597,0.005684535,0.001305771,0.003458543,0.002033394,0.002257715,0.001166848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002366392,"about_ca_system_score_gemma":0.002302472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093232,"about_ca_topic_score_gemma":0.02259028,"domain_scores_codex":[0.9933001,0.00190197,0.001138802,0.001232011,0.002029032,0.0003980699],"domain_scores_gemma":[0.9656318,0.02144674,0.008268053,0.00102905,0.002748111,0.0008762239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001705271,0.0002846579,0.2529512,0.1040307,0.005515919,0.0008329008,0.01077926,0.0004393937,0.0006806313,0.01396399,0.04111054,0.5677056],"study_design_scores_gemma":[0.0001358904,0.0005085733,0.7499834,0.05135201,0.003876129,0.001152749,0.005479911,0.0000987871,0.0004970746,0.00520752,0.1816118,0.00009636213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07127727,0.8877828,0.0008411547,0.009787155,0.002302503,0.0001115774,0.002807928,0.00002871083,0.02506088],"genre_scores_gemma":[0.5309348,0.4495384,0.001890515,0.004742836,0.00178124,0.000397826,0.002553253,0.00008468345,0.008076454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01300271,"threshold_uncertainty_score":0.04349834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763385180742242,"score_gpt":0.329328758498118,"score_spread":0.2916949066906956,"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."}}