{"id":"W4394975244","doi":"10.47862/apples.137177","title":"Reviewing research methods on adult migrants’ digital literacy","year":2024,"lang":"en","type":"article","venue":"Apples - Journal of Applied Language Studies","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Digital literacy; Curriculum; Literacy; Inclusion (mineral); Information literacy; Digital inclusion; Sociology; Digital media; Pedagogy; Computer science; Social science; World Wide Web; The Internet","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02277387,0.001024935,0.001771024,0.0349297,0.00164546,0.005411862,0.001383686,0.001691686,0.008000334],"category_scores_gemma":[0.08576854,0.0007584059,0.00161244,0.02942086,0.002263515,0.005591975,0.002877362,0.001195199,0.001476677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003726868,"about_ca_system_score_gemma":0.01913435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396523,"about_ca_topic_score_gemma":0.01086519,"domain_scores_codex":[0.979786,0.008998449,0.006651747,0.001376793,0.002746674,0.0004404029],"domain_scores_gemma":[0.8587711,0.1162839,0.009024604,0.002392321,0.01273795,0.0007901224],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001272082,0.00006835476,0.004023646,0.372253,0.0007703196,0.0006417167,0.02203894,0.0001604132,0.001018012,0.008718096,0.01950068,0.5706796],"study_design_scores_gemma":[0.00002484064,0.0001327304,0.006362939,0.527502,0.001351333,0.0008468046,0.01965814,0.00005705331,0.0006442796,0.001979315,0.4414029,0.0000376779],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007532953,0.9694664,0.003456432,0.003552626,0.001489597,0.0008366983,0.0009865012,0.00004594579,0.0126327],"genre_scores_gemma":[0.03322929,0.9509771,0.00815122,0.002677461,0.0006532721,0.001605162,0.0008292453,0.00004718874,0.001830152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9772261,"threshold_uncertainty_score":0.1204412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.247540428924745,"score_gpt":0.6545725804323088,"score_spread":0.4070321515075638,"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."}}