{"id":"W4414879404","doi":"10.31234/osf.io/a28sq_v1","title":"Assessing Media and Science Literacy in Adults: A Scoping Review of Existing Assessment Tools","year":2025,"lang":"en","type":"article","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé","keywords":"Misinformation; Context (archaeology); Public awareness of science; Digital literacy; Inclusion (mineral); Scientific literacy; Media literacy; Digital media; Information literacy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03074609,0.001632508,0.004952688,0.03420242,0.001172774,0.004637514,0.002074997,0.002378647,0.00405411],"category_scores_gemma":[0.1124225,0.001263932,0.006001456,0.02415902,0.001828663,0.005633576,0.00331455,0.001565649,0.0005715847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348257,"about_ca_system_score_gemma":0.01513736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007368315,"about_ca_topic_score_gemma":0.01639795,"domain_scores_codex":[0.9802848,0.005549238,0.009935251,0.0009653246,0.002971853,0.0002935047],"domain_scores_gemma":[0.879303,0.1007884,0.009818261,0.001426626,0.008201251,0.0004625115],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000143328,0.0000614709,0.002589205,0.6750898,0.002086167,0.0001166297,0.001474009,0.0001351556,0.0001890099,0.0009218679,0.002565929,0.3146275],"study_design_scores_gemma":[0.00003055613,0.0001035094,0.00361004,0.9623654,0.007095227,0.0002165272,0.0008377061,0.00006889715,0.0001919009,0.0004999341,0.02495129,0.00002907673],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001590836,0.9945604,0.0007259176,0.0005400836,0.0001460879,0.0007632175,0.0005294655,0.00001510567,0.001128843],"genre_scores_gemma":[0.01053864,0.983602,0.002780437,0.0005010438,0.00008801659,0.001849493,0.0004705219,0.00001170784,0.0001580433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9692539,"threshold_uncertainty_score":0.1626028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09576904016774719,"score_gpt":0.5082018576380688,"score_spread":0.4124328174703216,"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."}}