{"id":"W2500452415","doi":"10.4018/978-1-59140-950-2.ch014","title":"A Framework for Choosing Communication Activities in E-Learning","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology; University of British Columbia","funders":"","keywords":"Autonomy; Facilitation; Transactional leadership; Computer science; Dimension (graph theory); Quadrant (abdomen); Process (computing); Transactional analysis; Mathematics education; Knowledge management; Psychology; Mathematics; Social psychology; Political science","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":[0.006131341,0.002522632,0.0006923288,0.004313656,0.003961141,0.01026936,0.003966382,0.004204631,0.01086729],"category_scores_gemma":[0.005007356,0.0008793037,0.001543587,0.004226,0.009186681,0.01238919,0.004367279,0.004316918,0.003878063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006231463,"about_ca_system_score_gemma":0.005401356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008865495,"about_ca_topic_score_gemma":0.01090314,"domain_scores_codex":[0.9936361,0.004030281,0.0005106219,0.0005646647,0.0008853335,0.0003729724],"domain_scores_gemma":[0.9972832,0.001475785,0.0001725063,0.0001952097,0.0005428982,0.0003302892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001307279,0.0000564244,0.0001936383,0.0002018804,0.000005060212,0.000127128,0.004079329,0.002275019,0.0004490845,0.9490466,0.002647761,0.04090502],"study_design_scores_gemma":[0.00003064288,0.00006447588,0.0003889884,0.001085404,0.00001709799,0.0003784489,0.006825403,0.01206489,0.0009660787,0.7245923,0.253524,0.00006235596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003292205,0.003009769,0.8512945,0.003995869,0.0002263753,0.0008514705,0.0001770396,0.0003763044,0.1367764],"genre_scores_gemma":[0.05461739,0.002428719,0.9226906,0.0004434704,0.00006336239,0.001644234,0.0002916143,0.0001375649,0.0176831],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01086729,"threshold_uncertainty_score":0.04521257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676697732258424,"score_gpt":0.3604476177224825,"score_spread":0.3136806403998982,"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."}}