{"id":"W2204140911","doi":"","title":"The Struggle for Community and Content in Virtual Learning Communities","year":2004,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Content (measure theory); Computer science; Public relations; Political science; Internet privacy; Mathematics","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":[0.01563878,0.0002324609,0.0005074193,0.002432319,0.01952185,0.02048967,0.002694124,0.00807428,0.013144],"category_scores_gemma":[0.0627121,0.0006492204,0.0004048613,0.001514451,0.03607831,0.03261685,0.01633283,0.00506429,0.001495581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003880237,"about_ca_system_score_gemma":0.005239816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695998,"about_ca_topic_score_gemma":0.005958371,"domain_scores_codex":[0.989954,0.006238888,0.0002196185,0.0009814881,0.001490888,0.001115199],"domain_scores_gemma":[0.9483979,0.03173661,0.002878663,0.003489074,0.0040739,0.009423778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001217053,0.0001268263,0.003441016,0.00007955609,0.0000161344,0.0002160697,0.07145921,0.0004001592,0.0004818483,0.8607531,0.0103687,0.05253566],"study_design_scores_gemma":[0.00007479137,0.00005394758,0.002455519,0.0001480426,0.00001747822,0.0003427636,0.07214408,0.001458002,0.0004065024,0.82996,0.09288772,0.00005122987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4782926,0.003626996,0.02748038,0.1411875,0.0006366262,0.000127772,0.0001157215,0.000194462,0.348338],"genre_scores_gemma":[0.9922062,0.0002738646,0.001434651,0.0007528869,0.0001486556,0.00006005523,0.00001737288,0.00005139776,0.005054897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048967,"threshold_uncertainty_score":0.08270681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07789854759531695,"score_gpt":0.3297714061033818,"score_spread":0.2518728585080649,"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."}}