{"id":"W4242979686","doi":"10.4018/978-1-4666-2023-0.ch001","title":"An Exploration of the Social Web Environment for Collaborative Software Engineering Education","year":2012,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Social software; Context (archaeology); Selection (genetic algorithm); Computer science; Software; Web application; Social web; World Wide Web; Web 2.0; Emerging technologies; Engineering; Knowledge management; Engineering ethics; Social media; Web service","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":[0.0009357745,0.0004171026,0.0002283769,0.00109151,0.001631693,0.004224982,0.0007826907,0.001306524,0.007518085],"category_scores_gemma":[0.001015775,0.0002383126,0.0004479032,0.001557966,0.002610425,0.004893101,0.0030729,0.001198811,0.001304837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124169,"about_ca_system_score_gemma":0.001213556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007354947,"about_ca_topic_score_gemma":0.002262391,"domain_scores_codex":[0.9992842,0.0004488781,0.00001640125,0.0000443315,0.0001641883,0.00004203619],"domain_scores_gemma":[0.9991103,0.0006949399,0.00002673419,0.00005813547,0.00004407135,0.00006585915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009164555,0.00003613724,0.0002553122,0.0003288845,0.000008413383,0.0007574009,0.007957864,0.00080991,0.000969993,0.8723213,0.01084962,0.1056959],"study_design_scores_gemma":[0.000008635278,0.00003122343,0.0004153891,0.0003717685,0.00000642339,0.0010188,0.003099191,0.00402075,0.0006882255,0.2338872,0.7564366,0.00001569958],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02647305,0.02122715,0.2308399,0.00798652,0.0009188974,0.0001655063,0.00009898491,0.0005314071,0.7117586],"genre_scores_gemma":[0.4273409,0.03093156,0.2462015,0.001890941,0.0008606148,0.0005330745,0.0002886258,0.0005203744,0.2914324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007518085,"threshold_uncertainty_score":0.02515048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407718450817052,"score_gpt":0.2498504170963083,"score_spread":0.2257732325881378,"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."}}