{"id":"W2592825063","doi":"10.19173/irrodl.v18i1.2645","title":"The Effects of Integrating Social Learning Environment with Online Learning","year":2017,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Synchronous learning; Computer science; Educational technology; Active learning (machine learning); Learning environment; Cooperative learning; Blended learning; Experiential learning; Online learning; Collaborative learning; Class (philosophy); Learning sciences; Social learning; Knowledge management; Multimedia; Teaching method; Mathematics education; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.009541847,0.0001104496,0.0002850686,0.00006344159,0.003306722,0.0004033739,0.001635844,0.00005259318,0.00005619316],"category_scores_gemma":[0.01440357,0.0000646893,0.00005997419,0.0002044135,0.001069835,0.0002873841,0.00088571,0.00161927,0.000003723193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120975,"about_ca_system_score_gemma":0.0002899955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768718,"about_ca_topic_score_gemma":0.0003992609,"domain_scores_codex":[0.9961213,0.001848752,0.0003718678,0.0002227846,0.001082896,0.0003524208],"domain_scores_gemma":[0.9960344,0.002866408,0.0005665224,0.0001819339,0.0002910712,0.00005960081],"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":[0.0002513601,0.0001989032,0.2387405,0.001424927,0.0001647172,0.00002829231,0.003587449,0.0003470892,0.0003232245,0.0329563,0.0003350793,0.7216421],"study_design_scores_gemma":[0.001529699,0.00060581,0.04908196,0.01811589,0.00004712442,0.000005908559,0.07870402,0.001619061,0.0001475908,0.001064362,0.8488008,0.000277789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811385,0.02160332,0.0004022706,0.05828616,0.0002164437,0.00206636,0.00001753571,0.00003714315,0.03623225],"genre_scores_gemma":[0.9466779,0.05126986,0.0002022595,0.0000206211,0.000144382,0.00003498757,0.00004202896,0.00001130367,0.001596662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8484657,"threshold_uncertainty_score":0.9979908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540292307349682,"score_gpt":0.4531531330034462,"score_spread":0.399123902268478,"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."}}