{"id":"W2935819513","doi":"","title":"The resurgence of community in online learning","year":2014,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Distance education; Presentation (obstetrics); Massive open online course; Diversity (politics); Online learning; Phenomenon; Sociology; Higher education; Open education; Mathematics education; Pedagogy; Public relations; Computer science; Psychology; Political science; Multimedia; Epistemology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273941,0.00003727953,0.00007116319,0.00003244099,0.0001439922,0.00002498001,0.0006460862,0.00001730491,0.000001585521],"category_scores_gemma":[0.000576624,0.00002394118,0.00002189203,0.0002552837,0.00004098426,0.00005388832,0.000181266,0.00038726,0.000005322479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004727297,"about_ca_system_score_gemma":0.00001380831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002630353,"about_ca_topic_score_gemma":0.0002757417,"domain_scores_codex":[0.9991851,0.0004105721,0.0001452901,0.00005029391,0.0001025431,0.0001061329],"domain_scores_gemma":[0.9988634,0.0006760921,0.00005534153,0.0003471276,0.00003837603,0.00001963958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000609148,0.0003032465,0.09739371,0.00002237486,0.00001037947,0.000001225032,0.002702127,0.03632283,0.000627269,0.3117854,0.0005480826,0.5502773],"study_design_scores_gemma":[0.0001188363,0.00009126749,0.05813492,0.00001946858,9.317988e-7,0.000001160506,0.000444876,0.9198395,0.0001789044,0.008230901,0.01287319,0.00006602181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896858,0.00003005128,0.08957804,0.007712672,0.00007666743,0.00002270046,1.56163e-7,0.00007576475,0.005645883],"genre_scores_gemma":[0.9930999,0.00001568988,0.005651,0.00009010915,0.00001312877,2.271023e-7,6.469201e-7,0.00000176661,0.001127482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8835167,"threshold_uncertainty_score":0.1682474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306576429348229,"score_gpt":0.2957596031193679,"score_spread":0.2726938388258857,"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."}}