{"id":"W2747818379","doi":"10.19173/irrodl.v18i5.3014","title":"The Use of Social Media in E-Learning: A Metasynthesis","year":2017,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Distance education; Class (philosophy); Social learning; Psychology; Higher education; Educational technology; Sociology; Pedagogy; Computer science; World Wide Web; Political science; Artificial intelligence","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":[0.02422554,0.001776142,0.002269856,0.02198865,0.003724148,0.01243259,0.002310063,0.002665865,0.002551051],"category_scores_gemma":[0.01962005,0.001076269,0.002770868,0.01482784,0.008314882,0.01802214,0.005025147,0.00335265,0.0003413671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118191,"about_ca_system_score_gemma":0.0117101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005082397,"about_ca_topic_score_gemma":0.006800385,"domain_scores_codex":[0.9874001,0.007499882,0.002381162,0.000903631,0.001565206,0.0002501365],"domain_scores_gemma":[0.9708571,0.02423486,0.001055268,0.001018121,0.002639942,0.0001947493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000197619,0.0001397614,0.004177738,0.06246509,0.001447497,0.0008202423,0.4888444,0.001407372,0.001963485,0.2574276,0.009985346,0.1711238],"study_design_scores_gemma":[0.0001211612,0.0003701124,0.008631343,0.2137728,0.002609702,0.0009755668,0.3620795,0.00282441,0.002078726,0.08216141,0.3242189,0.0001564402],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1672627,0.5985128,0.08133455,0.05994949,0.005884315,0.01142479,0.003294169,0.0002105545,0.07212663],"genre_scores_gemma":[0.6565756,0.2403191,0.07360248,0.00764584,0.0005783846,0.01312667,0.001761121,0.0001999158,0.00619086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02422554,"threshold_uncertainty_score":0.1281184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988551312542793,"score_gpt":0.4566486140718761,"score_spread":0.2577934828175967,"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."}}