{"id":"W12271918","doi":"","title":"Tracker: a framework to support reducing rework through decision management","year":2003,"lang":"en","type":"article","venue":"International Conference on Enterprise Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rework; Computer science; Natural language; Decision support system; Variety (cybernetics); Focus (optics); Project management; Artificial intelligence; Knowledge management; Software engineering; Systems engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01834187,0.001909213,0.001237669,0.003827897,0.001625219,0.006790013,0.006044814,0.002930129,0.01418753],"category_scores_gemma":[0.04140899,0.00111952,0.001562952,0.002687286,0.001525017,0.008120337,0.006456552,0.003020863,0.008721021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429908,"about_ca_system_score_gemma":0.006190696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004594125,"about_ca_topic_score_gemma":0.005548291,"domain_scores_codex":[0.9904402,0.00449441,0.001073811,0.001214964,0.002180956,0.0005955235],"domain_scores_gemma":[0.9765154,0.01224689,0.00166956,0.003326002,0.003160717,0.003081404],"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":[0.0007643515,0.001891186,0.007785718,0.0008667131,0.0002157015,0.0006115596,0.003986882,0.01553153,0.004111927,0.04679476,0.1280733,0.7893664],"study_design_scores_gemma":[0.0008618501,0.0007575483,0.003440692,0.0008783102,0.0002556109,0.0009695268,0.002262365,0.2811715,0.00944028,0.1674159,0.5321015,0.0004450227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00489585,0.0002511793,0.9249128,0.003272726,0.0003425391,0.001770537,0.001057263,0.05182569,0.0116715],"genre_scores_gemma":[0.0401105,0.0003458813,0.9453652,0.0006908834,0.000160182,0.001839017,0.002688969,0.001342858,0.007456551],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01834187,"threshold_uncertainty_score":0.09700221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248804448654458,"score_gpt":0.3185258794898372,"score_spread":0.2860378350032927,"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."}}