{"id":"W4416114580","doi":"10.14507/epaa.33.9929","title":"Introduction to the special issue: Science of Reading policies","year":2025,"lang":"","type":"article","venue":"Education Policy Analysis Archives","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Reading (process); Politics; Equity (law); Democracy; Phenomenon; Education policy; Public policy","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":[0.002455706,0.001331851,0.001447507,0.003825832,0.003064036,0.009548683,0.001593669,0.006388296,0.03611555],"category_scores_gemma":[0.01261513,0.0005188947,0.001718542,0.003413115,0.004384278,0.00610121,0.003135943,0.01212796,0.0127571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481051,"about_ca_system_score_gemma":0.003599141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799668,"about_ca_topic_score_gemma":0.002664722,"domain_scores_codex":[0.9982058,0.000482021,0.0001405252,0.0003767169,0.00061869,0.0001762433],"domain_scores_gemma":[0.9840854,0.01167236,0.0005545508,0.0009689953,0.001784294,0.0009343243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000101945,0.0000235323,0.0001703753,0.0002427158,0.000009493504,0.00004213089,0.0001915203,0.0001121202,0.00006663587,0.0209544,0.9584756,0.01970124],"study_design_scores_gemma":[0.000005234203,0.00001794561,0.0004782647,0.0006997922,0.00000950219,0.00008344821,0.0002562649,0.0001283368,0.00004934034,0.01927048,0.9789908,0.00001057384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007482825,0.07174563,0.002578522,0.2654794,0.5993615,0.00004898675,0.0004560219,0.0001826291,0.059399],"genre_scores_gemma":[0.01024993,0.07167303,0.001526609,0.05013956,0.7813866,0.0001393082,0.0006048751,0.0004049933,0.08387519],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03611555,"threshold_uncertainty_score":0.1208186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075205334546244,"score_gpt":0.3769350905681475,"score_spread":0.3661830372226851,"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."}}