{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00683533,0.0006612095,0.0006528137,0.003370917,0.008473016,0.02855718,0.001539715,0.0154564,0.02242699],"category_scores_gemma":[0.01505957,0.0004153166,0.0005178951,0.00427288,0.02639318,0.02366981,0.007069429,0.009678586,0.002365355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01490824,"about_ca_system_score_gemma":0.01241042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077342,"about_ca_topic_score_gemma":0.008842017,"domain_scores_codex":[0.9916815,0.004741628,0.0003146475,0.0007298193,0.001149017,0.001383343],"domain_scores_gemma":[0.9876699,0.009532438,0.0007313456,0.0006282674,0.0005921668,0.0008458826],"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":[0.000006691097,0.00001253391,0.0001389681,0.00006720871,0.000002776144,0.00003581194,0.001436605,0.00009128423,0.00001276539,0.9659402,0.02292273,0.009332419],"study_design_scores_gemma":[0.000008589008,0.00001274017,0.0005229767,0.001333649,0.000005801668,0.00006925332,0.003781341,0.000154549,0.00008759835,0.3305486,0.6634582,0.00001665996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003860957,0.09042723,0.001272336,0.4646309,0.004725341,0.00002959644,0.0001208318,0.00005313294,0.4348797],"genre_scores_gemma":[0.5692604,0.1084575,0.002103189,0.1300685,0.01422539,0.0002305666,0.0001800745,0.0001983947,0.1752761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02855718,"threshold_uncertainty_score":0.1081674,"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."}}