{"id":"W3217597157","doi":"","title":"Building Learning Communities in Cyberspace: Effective strategies for the online classroom","year":2002,"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":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cyberspace; Educational technology; Distance education; Computer-mediated communication; Computer science; Electronic learning; Online learning; The Internet; Technology integration; Mathematics education; Pedagogy; Multimedia; Sociology; World Wide Web; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.01147196,0.00009353414,0.0002344659,0.0001346805,0.0008066135,0.0003397021,0.001148048,0.00005083141,0.0001867623],"category_scores_gemma":[0.005168527,0.00006111302,0.00005543768,0.0006292264,0.0004773467,0.0003671153,0.0004515702,0.001391949,0.000003045382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615699,"about_ca_system_score_gemma":0.000187312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005799774,"about_ca_topic_score_gemma":0.003629193,"domain_scores_codex":[0.9963967,0.002197338,0.0003018249,0.0001533631,0.000601623,0.0003491678],"domain_scores_gemma":[0.9914511,0.007885648,0.0001503294,0.0001301838,0.0003405712,0.00004215666],"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":[0.000198541,0.0003536644,0.06498212,0.001298037,0.0001420451,0.00001340003,0.0137115,0.008746785,0.00006293722,0.2380937,0.002461366,0.6699359],"study_design_scores_gemma":[0.0007375923,0.0001325098,0.003807008,0.006586795,0.00001223419,0.000002589183,0.2529828,0.01764091,0.000004213844,0.00382203,0.7141486,0.0001226885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5606493,0.1542763,0.004017612,0.2261247,0.0004324327,0.008195762,0.0001430084,0.00009556888,0.04606535],"genre_scores_gemma":[0.9280446,0.07048365,0.0004762035,0.00009662063,0.0001123706,0.0001486179,0.00005464554,0.000009431854,0.0005738927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7116873,"threshold_uncertainty_score":0.8767562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169114339831946,"score_gpt":0.4817050090802965,"score_spread":0.3647935750971019,"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."}}