{"id":"W2047057637","doi":"10.1007/s00766-011-0143-y","title":"Comparison and evaluation of goal-oriented satisfaction analysis techniques","year":2012,"lang":"en","type":"article","venue":"Requirements Engineering","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Goal modeling; Computer science; Goal orientation; Management science; Risk analysis (engineering); Process management; Requirements engineering; Engineering; Software; Psychology","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":[0.009842316,0.001141457,0.000721668,0.004767852,0.0005268957,0.001558703,0.002056952,0.0008262171,0.002916682],"category_scores_gemma":[0.03275559,0.0003394427,0.001246711,0.003438462,0.0004578505,0.002228466,0.001225476,0.001011671,0.0005780339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118733,"about_ca_system_score_gemma":0.00185341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307233,"about_ca_topic_score_gemma":0.004851684,"domain_scores_codex":[0.9869133,0.00622547,0.0007010269,0.0006401616,0.005067984,0.0004520648],"domain_scores_gemma":[0.9386346,0.04934955,0.002080012,0.002188323,0.007292608,0.0004548737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003446544,0.00173021,0.01601749,0.001405878,0.0005382773,0.00008273104,0.001163217,0.04639203,0.01071973,0.00999653,0.002815488,0.9056919],"study_design_scores_gemma":[0.0008054473,0.003027095,0.02318183,0.0001859272,0.0006097191,0.0002767757,0.001984944,0.9375385,0.01660234,0.01035115,0.005336665,0.00009966157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3049563,0.001505846,0.6752105,0.000601824,0.00009817706,0.0009467559,0.0007137811,0.003421603,0.01254513],"genre_scores_gemma":[0.5978879,0.0007756607,0.3976329,0.0001369088,0.00003363507,0.0003531639,0.001148443,0.0002519834,0.001779427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009842316,"threshold_uncertainty_score":0.05205178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08099374444128393,"score_gpt":0.3856251559035595,"score_spread":0.3046314114622756,"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."}}