{"id":"W4410354074","doi":"10.70382/sjestp.v8i8.028","title":"MEDIA LITERACY IN EDUCATION: PREPARING STUDENTS FOR A DIGITAL WORLD","year":2025,"lang":"en","type":"article","venue":"Journal of Educational Studies Trends and Practice","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Media literacy; Literacy; Mathematics education; Information literacy; Pedagogy; Sociology; Computer science; Multimedia; Medical education; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003389574,0.000756598,0.001035349,0.001801886,0.007086185,0.01322603,0.002055455,0.004778725,0.011179],"category_scores_gemma":[0.009590909,0.0006294411,0.0008300257,0.001029448,0.002639799,0.009868125,0.01128109,0.007434222,0.007297809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912795,"about_ca_system_score_gemma":0.01481777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402948,"about_ca_topic_score_gemma":0.004651084,"domain_scores_codex":[0.9976413,0.0004494819,0.0001377508,0.0001877265,0.0007334995,0.0008501893],"domain_scores_gemma":[0.9889553,0.0004964555,0.0006202883,0.0001835401,0.0009608286,0.008783631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001267809,0.008517277,0.05838665,0.001927854,0.0000295266,0.00360675,0.06475433,0.0002694807,0.004812817,0.01507029,0.2416536,0.6008448],"study_design_scores_gemma":[0.0001323803,0.001823709,0.06290657,0.005799715,0.00009327317,0.003339329,0.160421,0.0005201825,0.005633057,0.03730677,0.7218133,0.0002106792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4676405,0.01370297,0.008174206,0.3331505,0.0082234,0.002388278,0.0006244391,0.001460504,0.1646352],"genre_scores_gemma":[0.7485576,0.02618451,0.05567953,0.06760874,0.002404673,0.002886832,0.001352738,0.0003697006,0.0949557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322603,"threshold_uncertainty_score":0.0373975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367213155181958,"score_gpt":0.4175842626174691,"score_spread":0.3739121310656495,"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."}}