{"id":"W1583668165","doi":"10.1007/978-3-540-75162-5_3","title":"Analysis of Early Aspects in Requirements Goal Models: A Concept-Driven Approach","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stakeholder; Computer science; Process management; Requirements analysis; Domain (mathematical analysis); TRACE (psycholinguistics); Management science; Goal modeling; Repertory grid; Prioritization; Risk analysis (engineering); Systems engineering; Software; Engineering; Business; Psychology; Political science","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":[0.01015591,0.001748411,0.001009571,0.003368656,0.0008731222,0.003582542,0.003066165,0.001570479,0.002513838],"category_scores_gemma":[0.02311199,0.001756119,0.003589488,0.002313084,0.001819682,0.005832062,0.002098911,0.003158614,0.0005440076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267086,"about_ca_system_score_gemma":0.004257129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734469,"about_ca_topic_score_gemma":0.004447111,"domain_scores_codex":[0.9905393,0.00333264,0.0004104328,0.0006839032,0.004564661,0.0004690746],"domain_scores_gemma":[0.9734343,0.01985033,0.001461411,0.001591527,0.003382474,0.0002799078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005218072,0.0006388202,0.007316971,0.001628588,0.0004111924,0.001088122,0.004133549,0.3332983,0.0228161,0.3704537,0.002756338,0.2549365],"study_design_scores_gemma":[0.00008002333,0.000315945,0.001640366,0.0003534909,0.0003952655,0.0003851846,0.0007977154,0.8371568,0.01757331,0.1302779,0.01093364,0.00009027174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02132349,0.0001713025,0.9748013,0.0001920172,0.00001505958,0.0004404305,0.0001632537,0.0003485927,0.002544533],"genre_scores_gemma":[0.1902064,0.0003077364,0.8065025,0.0001046268,0.00002069216,0.000549149,0.0005945335,0.00021284,0.001501377],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01015591,"threshold_uncertainty_score":0.05371016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08607470470527344,"score_gpt":0.3155356689842053,"score_spread":0.2294609642789319,"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."}}