{"id":"W4383749322","doi":"10.1109/icse-seet58685.2023.00027","title":"“Software is the easy part of Software Engineering” - Lessons and Experiences from A Large-Scale, Multi-Team Capstone Course","year":2023,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Capstone; Teamwork; Team software process; Agile software development; Capstone course; Engineering management; Milestone; Scrum; Scale (ratio); Computer science; Personal software process; Software engineering; Knowledge management; Software; Software development; Engineering; Software development process; Software construction; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003921669,0.0002051086,0.0002354039,0.00008172776,0.0001386324,0.0001222699,0.0008406074,0.0001000932,0.0000635493],"category_scores_gemma":[0.0003739115,0.0001490651,0.00007463904,0.0005840225,0.00006820462,0.0004601184,0.00045267,0.000190848,0.00001971527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001099122,"about_ca_system_score_gemma":0.00004582718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002213928,"about_ca_topic_score_gemma":0.00002316564,"domain_scores_codex":[0.9986467,0.00003089937,0.000248516,0.0004198683,0.0003087967,0.0003452224],"domain_scores_gemma":[0.9980725,0.0009364287,0.00009890526,0.0007147919,0.00006952197,0.0001078267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007880491,0.00176207,0.1569689,0.0007268297,0.001182484,0.0002863212,0.3521342,0.007650331,0.001495508,0.01379578,0.336466,0.1274528],"study_design_scores_gemma":[0.00161996,0.0004111271,0.1463592,0.0004972111,0.0001403872,0.00007734997,0.009479944,0.4839579,0.01490448,0.0008302819,0.3396534,0.002068763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1100657,0.001089827,0.885062,0.0008868756,0.0004634904,0.0002070501,0.00005996501,0.002149838,0.00001524466],"genre_scores_gemma":[0.4267965,0.0004190573,0.5713034,0.0003922906,0.0001006663,0.0002330955,0.00001238672,0.00003981161,0.0007028088],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4763075,"threshold_uncertainty_score":0.6078697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251625071807661,"score_gpt":0.2846990412909394,"score_spread":0.2595365341101733,"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."}}