{"id":"W1709370711","doi":"10.29173/mruer163","title":"The role of digital reading technologies in developing language and literacy skills","year":2014,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Digital literacy; Literacy; Computer science; Value (mathematics); Mathematics education; Psychology; Pedagogy; World Wide Web; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003683722,0.0002046557,0.0003327844,0.002745778,0.0003779405,0.002330915,0.0003997843,0.0007464376,0.002751113],"category_scores_gemma":[0.009393349,0.0001594437,0.00032422,0.001897018,0.001016541,0.002111741,0.001073732,0.000670441,0.0006560611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008153221,"about_ca_system_score_gemma":0.00236265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242038,"about_ca_topic_score_gemma":0.006905823,"domain_scores_codex":[0.9966737,0.001916981,0.0002867518,0.0001710349,0.0007917067,0.0001599711],"domain_scores_gemma":[0.9882292,0.009777078,0.0007014945,0.0001596861,0.0009339626,0.0001986109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008059332,0.0001350229,0.005767534,0.0182781,0.00009050502,0.0003417338,0.003982134,0.0001166151,0.001395979,0.01346121,0.004485847,0.9518647],"study_design_scores_gemma":[0.00005420224,0.0009800757,0.07349833,0.07878761,0.0004925044,0.00331307,0.0155755,0.0001761009,0.004733412,0.006719911,0.8156098,0.00005956046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01706376,0.9451917,0.0007394267,0.002901991,0.0002669341,0.00003242874,0.00003094029,0.00001043246,0.03376234],"genre_scores_gemma":[0.0946432,0.8988689,0.001558156,0.0006171533,0.0001930767,0.00005334903,0.00002374668,0.000007888909,0.004034581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003683722,"threshold_uncertainty_score":0.0194816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007756586168290163,"score_gpt":0.3032726130260645,"score_spread":0.2955160268577743,"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."}}