{"id":"W74287576","doi":"","title":"Media Literacy and Student/teacher Engagement","year":2006,"lang":"en","type":"article","venue":"Academic exchange quarterly","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media literacy; Student engagement; Pedagogy; Psychology; Literacy; Set (abstract data type); Mathematics education; Sociology; Computer science","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":[0.0004356805,0.0001902982,0.0001806303,0.000141942,0.0002294995,0.0002088145,0.0001777346,0.0000975617,0.001962006],"category_scores_gemma":[0.00001277975,0.000166067,0.00004423875,0.00003804862,0.0001260272,0.0007007628,0.00002021434,0.0004140859,0.0002233363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004039238,"about_ca_system_score_gemma":0.00001835748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004384673,"about_ca_topic_score_gemma":0.0001991485,"domain_scores_codex":[0.9986523,0.0001149988,0.0003409518,0.0002889934,0.0002657899,0.0003369703],"domain_scores_gemma":[0.9993991,0.0001562458,0.0001098353,0.0001823331,0.00005597748,0.00009653016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005842434,0.00006810811,0.003480946,0.00004457929,0.00001386649,0.000002950105,0.9087769,2.209515e-8,0.00001481786,0.008965841,0.0324671,0.04615896],"study_design_scores_gemma":[0.0007220611,0.0002186634,0.02283406,0.00009468844,0.00007427829,0.000006261871,0.1660513,0.00002987107,0.00002102382,0.01265941,0.7968625,0.0004258796],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826846,0.004872695,0.00001315829,0.001454842,0.001898631,0.0002321999,0.00001984765,0.0001103177,0.008713758],"genre_scores_gemma":[0.9762105,0.0001386092,0.00004926131,0.0007123759,0.008596215,0.000090162,0.0001127059,0.00002625779,0.01406387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7643954,"threshold_uncertainty_score":0.9989504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976363215153785,"score_gpt":0.2890335200948638,"score_spread":0.259269887943326,"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."}}