{"id":"W2332992036","doi":"10.7763/ijiet.2015.v5.544","title":"An Effective Model for Computer System Building Projects in Computer Engineering and Computer Science","year":2014,"lang":"en","type":"article","venue":"International Journal of Information and Education Technology","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Software engineering","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":[0.00150365,0.0008490029,0.0003357146,0.0008989114,0.0007839616,0.001826794,0.001536184,0.001050344,0.005765528],"category_scores_gemma":[0.003990754,0.0004166676,0.0005955325,0.0006137181,0.0005336898,0.002629162,0.001709316,0.001217021,0.002306197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007829652,"about_ca_system_score_gemma":0.002013243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008349136,"about_ca_topic_score_gemma":0.001215844,"domain_scores_codex":[0.9982028,0.0005854846,0.0001267284,0.0002705824,0.0006778572,0.0001364666],"domain_scores_gemma":[0.9982677,0.0004577492,0.0001409705,0.0004939636,0.0003345316,0.0003051245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003669101,0.004038789,0.01166712,0.0007829565,0.00007239707,0.0009083056,0.003073494,0.1384906,0.05552882,0.1028991,0.02080608,0.6613654],"study_design_scores_gemma":[0.0003723612,0.002715549,0.006843526,0.0004336041,0.0001064717,0.00167338,0.001069915,0.7124318,0.03582756,0.06836348,0.1699817,0.0001806582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05804034,0.00009654505,0.9180751,0.0007082493,0.00007149907,0.001323052,0.0001470636,0.003848745,0.01768935],"genre_scores_gemma":[0.1590217,0.0001775151,0.8282499,0.00009774927,0.00001838884,0.001630797,0.0003441114,0.0002459407,0.01021394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005765528,"threshold_uncertainty_score":0.01928759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004282111573355404,"score_gpt":0.2411480619933999,"score_spread":0.2368659504200445,"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."}}