{"id":"W2404067719","doi":"","title":"Teaching i* Alongside a Contrasting Modeling Framework.","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Computer science; Domain (mathematical analysis); Process (computing); Process modeling; Knowledge management; Process management; Management science; Work in process; Engineering; Operations 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":[0.001100255,0.0001175201,0.0001489203,0.00006453545,0.00006818199,0.00008891684,0.0005950389,0.00006286343,9.48768e-7],"category_scores_gemma":[0.005548848,0.0001048733,0.00003226148,0.000122895,0.00001181341,0.0005789327,0.0002773209,0.0003522049,0.00001752397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005069397,"about_ca_system_score_gemma":0.00004009271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004335838,"about_ca_topic_score_gemma":0.00000103942,"domain_scores_codex":[0.9989693,0.00009709648,0.0001693007,0.0002742197,0.0001958388,0.0002943102],"domain_scores_gemma":[0.9985338,0.0008459209,0.000032861,0.000395213,0.00006396883,0.0001282058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001334738,0.000006712996,0.00003691321,0.000003996444,0.000006071738,0.00002267581,0.001167444,0.8152791,0.00007204706,0.1416505,0.00003755318,0.0417156],"study_design_scores_gemma":[0.00008145328,0.00001676339,0.000004836228,0.00002013592,0.000001242541,0.00002910921,0.0001064452,0.7808849,0.0001456966,0.2184844,0.0000962011,0.0001287467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003053794,0.0001302634,0.9927611,0.0003565314,0.0004386645,0.00005499823,1.142736e-7,0.001723577,0.001480954],"genre_scores_gemma":[0.3011237,4.737256e-7,0.698536,0.0001797499,0.00006461098,0.000004594525,1.364359e-7,0.000008042755,0.00008267863],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2980699,"threshold_uncertainty_score":0.6642891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205806931017814,"score_gpt":0.3378876414485051,"score_spread":0.2173069483467237,"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."}}