{"id":"W2103976780","doi":"10.19173/irrodl.v12i3.882","title":"The challenges to connectivist learning on open online networks: Learning experiences during a massive open online course","year":2011,"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":738,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Open learning; Synchronous learning; Educational technology; Computer science; Online learning; Open education; Active learning (machine learning); Distance education; Open educational resources; Online course; Massive open online course; Cooperative learning; Multimedia; Mathematics education; Psychology; Teaching method; World Wide Web; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003570672,0.000510564,0.0004259142,0.0007656584,0.01137332,0.008748303,0.001707671,0.003722223,0.003395536],"category_scores_gemma":[0.01117075,0.0004166522,0.0004206155,0.0007340743,0.007210525,0.006689378,0.01005071,0.004377419,0.0007823253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072279,"about_ca_system_score_gemma":0.001594554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182537,"about_ca_topic_score_gemma":0.007470116,"domain_scores_codex":[0.9972132,0.001705237,0.00004844442,0.0002958081,0.0003534389,0.0003838987],"domain_scores_gemma":[0.9957883,0.001970357,0.0002976837,0.0002485308,0.0002324595,0.001462747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001091898,0.0005450578,0.004811742,0.0001478081,0.00002220174,0.002956753,0.9569011,0.0004539559,0.002455106,0.006036832,0.003852024,0.02170828],"study_design_scores_gemma":[0.00003041205,0.0003702021,0.007157261,0.0001920314,0.00001810211,0.001789784,0.9133676,0.0006520807,0.001104222,0.006133463,0.06908485,0.00009996988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969771,0.0002743799,0.002404165,0.004321817,0.0001508006,0.0001337385,0.00005603077,0.00005258331,0.02283561],"genre_scores_gemma":[0.9898905,0.0003337151,0.001346743,0.0005954643,0.00005068388,0.0001015468,0.00003842724,0.00005154393,0.007591497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137332,"threshold_uncertainty_score":0.01888376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654887730427818,"score_gpt":0.4836593529989805,"score_spread":0.3181705799561987,"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."}}