{"id":"W4385692580","doi":"10.46254/sa04.20230110","title":"Agile Course Planning in Educational Programs","year":2023,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Course (navigation); Agile software development; Computer science; Software engineering; Engineering management; 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":[0.002855666,0.0008998776,0.0004856687,0.001431105,0.001128489,0.002171683,0.001962845,0.001045763,0.005778879],"category_scores_gemma":[0.005811132,0.0007289324,0.0009608527,0.002004412,0.001619256,0.001231872,0.002437674,0.00197656,0.000630743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162877,"about_ca_system_score_gemma":0.003045995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005944092,"about_ca_topic_score_gemma":0.007560808,"domain_scores_codex":[0.9974129,0.001538657,0.0001031045,0.0002548183,0.0004165759,0.0002740008],"domain_scores_gemma":[0.9966175,0.001960814,0.0003296492,0.0003444754,0.0004148068,0.0003327581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001204974,0.0002460319,0.002164474,0.0004179702,0.00007085926,0.0003301778,0.001096423,0.5790927,0.00214018,0.2165062,0.005267082,0.1925475],"study_design_scores_gemma":[0.000201336,0.000457607,0.001289652,0.0003200526,0.00006012235,0.000433985,0.001377889,0.7097447,0.004306338,0.193896,0.08782782,0.00008449639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01926261,0.0006537778,0.9644568,0.0006573075,0.00007521848,0.000374306,0.00009813577,0.0003245237,0.01409724],"genre_scores_gemma":[0.2750607,0.0008749719,0.7169404,0.0001465733,0.0000281007,0.0005717339,0.0001782276,0.0001084721,0.006090936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005944092,"threshold_uncertainty_score":0.01933229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04023875034622982,"score_gpt":0.3345912502402505,"score_spread":0.2943524998940207,"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."}}