{"id":"W4200152121","doi":"10.1145/3494885.3494899","title":"On Ethically-Sensitive User Story Engineering","year":2021,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Pacific Railway (Canada); Concordia University","funders":"","keywords":"Agile software development; User story; Computer science; Knowledge management; Software engineering; Product (mathematics); Variety (cybernetics); Process (computing); Software; Engineering management; Software development; Engineering; Artificial intelligence","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":[0.0002188713,0.00007995697,0.0000752912,0.00004266086,0.00003475688,0.00008084161,0.0002033738,0.00006679665,0.00002622414],"category_scores_gemma":[0.0004771516,0.00007562563,0.00003633356,0.0001782282,0.000005062897,0.0002179445,0.0001198516,0.0003285394,0.00005542429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002420623,"about_ca_system_score_gemma":0.00003459235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003557806,"about_ca_topic_score_gemma":8.493451e-7,"domain_scores_codex":[0.9994027,0.00003564442,0.00006474684,0.0002124886,0.0001501466,0.0001342897],"domain_scores_gemma":[0.9986729,0.0008326391,0.00001589062,0.0003572187,0.00006716788,0.00005419689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002215675,0.0000339476,0.00001795523,0.00001116439,0.00002174643,0.0003094768,0.0002093979,0.003120538,0.002244015,0.9788413,0.00822297,0.006965254],"study_design_scores_gemma":[0.0003586313,0.000240481,0.004685082,0.0001373351,0.0000127625,0.0002811069,0.00002480831,0.1431669,0.1885844,0.004364196,0.6571978,0.0009465115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003011714,0.00003542225,0.9904618,0.003120274,0.0003110154,0.00002801337,3.149104e-7,0.00103286,0.001998628],"genre_scores_gemma":[0.3074211,0.00002123962,0.6888707,0.002192312,0.00006158567,0.000007037455,0.000001025536,0.00001331494,0.001411763],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9744771,"threshold_uncertainty_score":0.3083923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114855241862632,"score_gpt":0.2411397985115344,"score_spread":0.2299912460929081,"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."}}