{"id":"W2246226802","doi":"10.2304/pfie.2007.5.1.1","title":"Media and Policy in Education","year":2007,"lang":"en","type":"article","venue":"Policy Futures in Education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Christian Studies; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Media literacy; Social media; Ideology; Public relations; Institution; Media relations; Literacy; Media studies; Political science; Politics; Pedagogy; Social science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004196981,0.000148981,0.000140544,0.001433263,0.0001244098,0.0001358703,0.0001229543,0.00008202667,0.0001554108],"category_scores_gemma":[0.0005575319,0.0001461596,0.00002610492,0.0002898378,0.0001211001,0.0004504931,0.00001902201,0.0001824173,0.00002964771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924962,"about_ca_system_score_gemma":0.001707179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03108088,"about_ca_topic_score_gemma":0.03573044,"domain_scores_codex":[0.9988776,0.00005333723,0.0003570874,0.0002310901,0.000148665,0.0003322402],"domain_scores_gemma":[0.9993148,0.0001616851,0.000102312,0.0002050996,0.00008764045,0.0001285031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000112683,0.0003154729,0.007418515,0.00004138786,0.000001932049,1.314824e-7,0.554868,3.703229e-7,0.000008027517,0.2020293,0.005102723,0.2302029],"study_design_scores_gemma":[0.0002583892,0.00002318071,0.3886163,0.0001127423,0.000007313719,0.000007305691,0.3300813,0.000004939242,0.00009081438,0.07340477,0.2071411,0.0002518414],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561499,0.002058863,0.000001581342,0.00792599,0.005318834,0.000237949,0.000005519411,0.00002940243,0.028272],"genre_scores_gemma":[0.9720849,0.0003799884,0.0001583683,0.003117278,0.02227216,0.00006730614,0.0001139027,0.00001948888,0.001786636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3811978,"threshold_uncertainty_score":0.981865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542444439844338,"score_gpt":0.3213312725178843,"score_spread":0.3059068281194409,"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."}}