{"id":"W4248545733","doi":"10.4018/9781605669847.ch065","title":"Using the Social Web for Collaborations in Software Engineering Education","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Social software; Software; Engineering; Engineering ethics; Selection (genetic algorithm); Computer science; Web 2.0; World Wide Web; Engineering management; The Internet","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":[0.001028847,0.0004667571,0.0003060157,0.001072354,0.001778049,0.004670954,0.0007045711,0.001437994,0.009911213],"category_scores_gemma":[0.001222641,0.0002452289,0.0003332292,0.001545129,0.002650747,0.006189499,0.003648363,0.001295633,0.002598302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105539,"about_ca_system_score_gemma":0.001451189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004221271,"about_ca_topic_score_gemma":0.001356258,"domain_scores_codex":[0.9987187,0.0008184038,0.00003212506,0.00008346811,0.0002712231,0.00007601473],"domain_scores_gemma":[0.9989166,0.0007930144,0.00006651731,0.00006881722,0.00004484112,0.0001101542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003190429,0.0001923349,0.001039276,0.001086799,0.00002687308,0.0006276771,0.03987247,0.0008116682,0.002044488,0.3901684,0.03557292,0.5285252],"study_design_scores_gemma":[0.0000264024,0.0001309323,0.002361055,0.001903984,0.00002433173,0.00135033,0.02270307,0.002033485,0.001114872,0.1852602,0.7830491,0.00004221759],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06589856,0.06024528,0.0618132,0.01405976,0.0009968141,0.0002086434,0.0001023971,0.0007146252,0.7959607],"genre_scores_gemma":[0.6546727,0.0654036,0.07975344,0.001899035,0.0007218761,0.0005655716,0.0002061209,0.0003464476,0.1964311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009911213,"threshold_uncertainty_score":0.03315628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09823313823394293,"score_gpt":0.3916594983964317,"score_spread":0.2934263601624888,"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."}}