{"id":"W1973476983","doi":"10.1080/14681360902742860","title":"Media literacy and neo‐liberal government: pedagogies of freedom and constraint","year":2009,"lang":"en","type":"article","venue":"Pedagogy Culture and Society","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministère de l’Éducation, Gouvernement de l’Ontario; University of Toronto","keywords":"Constraint (computer-aided design); Government (linguistics); Political science; Literacy; Academic freedom; Liberal democracy; Sociology; Liberal education; Political economy; Democracy; Law; Higher education; Philosophy; Mathematics; Liberal arts education; Linguistics; Politics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001133981,0.0001508415,0.0002193738,0.000009748041,0.0002254141,0.0001835661,0.00004944929,0.00008036102,0.0001336499],"category_scores_gemma":[0.00002679905,0.0001118631,0.00006545042,0.00001579789,0.0004969222,0.0003742268,0.00002436014,0.0001411918,0.000001023619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001194021,"about_ca_system_score_gemma":0.00003323135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007144346,"about_ca_topic_score_gemma":0.00005622402,"domain_scores_codex":[0.9992396,0.00002290436,0.0001994979,0.0001998306,0.0001665801,0.0001716446],"domain_scores_gemma":[0.9995772,0.00008419737,0.00008569502,0.00009332406,0.00006638904,0.0000932387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001043553,0.00004481547,0.00109999,0.0000748854,0.00003111149,7.957979e-7,0.9500223,1.065612e-7,0.00006467106,0.02875807,0.00660117,0.01329164],"study_design_scores_gemma":[0.001307441,0.0003266059,0.02304452,0.0001291545,0.000161131,0.00003455404,0.77001,0.0001378418,0.00009673612,0.01002408,0.194294,0.0004339778],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982357,0.007745967,0.000009575444,0.001711207,0.0004158163,0.0001230595,0.00008091421,0.00003343029,0.007523066],"genre_scores_gemma":[0.9915611,0.002347049,0.0006085791,0.0008265442,0.001007634,0.000004168585,0.00003173938,0.000006497843,0.003606712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1876928,"threshold_uncertainty_score":0.4561644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857257471158309,"score_gpt":0.2768332908966988,"score_spread":0.2582607161851157,"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."}}