{"id":"W7096107350","doi":"","title":"Improving Research-Policy Relationships: Lessons from the Case of Literacy Paper prepared for the OISE/UT International Literacy Conference: Literacy Policies for the Schools We Need Toronto","year":2003,"lang":"en","type":"article","venue":"","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Salience (neuroscience); Government (linguistics); Context (archaeology); Knowledge production; Public policy; Process (computing)","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":[0.1451287,0.001096023,0.00176143,0.004756053,0.03525859,0.04375598,0.005626614,0.02946876,0.01174698],"category_scores_gemma":[0.1699695,0.001712263,0.00216635,0.008528539,0.06400722,0.04507676,0.02518098,0.02358967,0.001134588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06878533,"about_ca_system_score_gemma":0.09723931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1853764,"about_ca_topic_score_gemma":0.2378845,"domain_scores_codex":[0.855065,0.1188356,0.002461309,0.00354737,0.005841051,0.01424964],"domain_scores_gemma":[0.7329668,0.2302846,0.004232315,0.008818135,0.01313998,0.01055812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005010309,0.0000871568,0.001247098,0.0003054203,0.0000364121,0.002343819,0.0577189,0.001137279,0.0001524128,0.9073503,0.01815231,0.01141877],"study_design_scores_gemma":[0.0001471489,0.0001246694,0.002078822,0.001570311,0.0001143571,0.0007942129,0.1090848,0.001323181,0.0006855789,0.4122717,0.4716647,0.0001404466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01884727,0.01570573,0.01489279,0.7268298,0.0008801419,0.0003768461,0.00005965734,0.00009581022,0.2223119],"genre_scores_gemma":[0.7743786,0.0234658,0.03068807,0.1062453,0.001127454,0.001577648,0.0001082133,0.0003107359,0.06209824],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8146236,"threshold_uncertainty_score":0.7675232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422637110595269,"score_gpt":0.3908109350801025,"score_spread":0.2485472240205756,"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."}}