{"id":"W3149601239","doi":"10.11647/obp.0162.09","title":"9. Role of Social Media in Learning","year":2019,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Aristotle University of Thessaloniki; Higher Education Academy; University of Greenwich","keywords":"Distraction; Social media; Social learning; Psychology; Collaborative learning; Computer science; Sociology; Cognitive psychology; Mathematics education; World Wide Web; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.000217311,0.000361558,0.0001657446,0.0006931911,0.001322331,0.004524906,0.0004906866,0.001446166,0.02090685],"category_scores_gemma":[0.0004939411,0.0001143519,0.0002874016,0.0007194637,0.001278675,0.003568257,0.001672872,0.001138765,0.00842878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000936021,"about_ca_system_score_gemma":0.0007762098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738305,"about_ca_topic_score_gemma":0.002541857,"domain_scores_codex":[0.9997981,0.00004864278,0.000008757842,0.00003187751,0.00007194047,0.00004069911],"domain_scores_gemma":[0.9997517,0.0001106184,0.00001756727,0.00002139802,0.00005566759,0.00004300567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002809291,0.00009953515,0.0005367305,0.000519967,0.000008367272,0.0005424105,0.004979274,0.0002848533,0.00230035,0.4168589,0.1181546,0.455687],"study_design_scores_gemma":[0.000002587887,0.0000233749,0.000642416,0.000246603,0.00000312406,0.0004150747,0.001134275,0.000199762,0.0008416532,0.03001413,0.9664689,0.00000813162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004952055,0.01293018,0.00306874,0.005074298,0.001262025,0.00003918762,0.00005381149,0.0001232506,0.9724964],"genre_scores_gemma":[0.1090798,0.02207356,0.004778318,0.002179387,0.001186603,0.0001254172,0.00009928584,0.0001052308,0.8603725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02090685,"threshold_uncertainty_score":0.06994045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204249487520948,"score_gpt":0.2927572372504581,"score_spread":0.2707147423752486,"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."}}