{"id":"W2086687355","doi":"10.1145/2591062.2591160","title":"Lessons learned managing distributed software engineering courses","year":2014,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; University of Waterloo","funders":"","keywords":"Capstone; Computer science; Software engineering; Capstone course; Software development; Engineering management; Set (abstract data type); Distributed development; Software peer review; Social software engineering; Software; Open-source software development; Software Engineering Process Group; Software development process; Knowledge management; Engineering; Software construction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003243744,0.0001356502,0.0001277334,0.00008462269,0.00007665872,0.0002154173,0.0006645015,0.00005205954,0.00001766861],"category_scores_gemma":[0.0005533842,0.0001280394,0.00004731974,0.0002771413,0.000009580658,0.0005064779,0.0002086274,0.0001587482,0.00003297177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002332652,"about_ca_system_score_gemma":0.00001529805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002965514,"about_ca_topic_score_gemma":0.000001474977,"domain_scores_codex":[0.9991404,0.00002301196,0.0001265014,0.0002764231,0.0001624225,0.0002712553],"domain_scores_gemma":[0.9988483,0.0004681424,0.00004375621,0.0005147198,0.00003883213,0.00008624308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004068841,0.00005726212,0.001522454,0.00008072783,0.00005251194,0.00002393238,0.0001541099,0.0268354,0.0003673652,0.702494,0.009196818,0.2592113],"study_design_scores_gemma":[0.0002272415,0.00008621029,0.003683604,0.00006518575,0.00001421415,0.00003754664,0.000009322609,0.6254055,0.003417833,0.007782241,0.3586795,0.0005916605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006605855,0.00005128357,0.9919817,0.003041758,0.0002578521,0.00005300081,0.000001956006,0.003583374,0.0003684726],"genre_scores_gemma":[0.4235955,0.00002916045,0.5759558,0.0001647574,0.00006465655,0.00001369228,0.000006242009,0.00001631625,0.0001537862],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6947118,"threshold_uncertainty_score":0.5221297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537197927048321,"score_gpt":0.279717041079891,"score_spread":0.2543450618094078,"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."}}