{"id":"W43300145","doi":"","title":"A New Direction for Multiple Literacy Education.","year":2006,"lang":"en","type":"article","venue":"","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Creativity; Literacy; Media literacy; Sociology; Globe; Critical literacy; Humanities; Pedagogy; Political science; Psychology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004672551,0.00007255006,0.00006396661,0.00007276148,0.0001879965,0.0002691388,0.00004702318,0.00001940706,0.002020592],"category_scores_gemma":[0.00003262278,0.00006050409,0.00005019526,0.00002300462,0.00001584047,0.00047625,0.000003859134,0.00002834633,0.000117062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003143849,"about_ca_system_score_gemma":0.0001549826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006698649,"about_ca_topic_score_gemma":0.001630714,"domain_scores_codex":[0.9995328,0.000008110778,0.0001499807,0.0001258753,0.00006044141,0.0001228552],"domain_scores_gemma":[0.999568,0.00008853237,0.00004219987,0.0001021681,0.0001545681,0.00004448196],"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":[0.0000122992,0.0001842892,0.001302586,0.00002925524,0.000005447079,2.548532e-8,0.1304029,0.000001004309,0.00001606171,0.06870369,0.6944728,0.1048696],"study_design_scores_gemma":[0.0001972516,0.00002163868,0.001646376,0.00001300851,0.0000107822,6.784972e-7,0.006878856,0.0001169736,0.0001974736,0.01315722,0.9776626,0.00009720734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441534,0.001595694,0.007604233,0.005076939,0.02460803,0.001303325,0.00004197066,0.000569135,0.3150473],"genre_scores_gemma":[0.6450339,0.000003074772,0.003311712,0.0004209995,0.008215282,0.00008164006,0.0001796611,0.00001073752,0.342743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831897,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407252517722659,"score_gpt":0.2506839793134188,"score_spread":0.2366114541361922,"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."}}