{"id":"W2977375858","doi":"","title":"Bellamy: Flexible Modeling Tools (FlexiTools2010).","year":2010,"lang":"en","type":"article","venue":"International Conference on Software Engineering","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001940247,0.0002597884,0.0002117788,0.0004275871,0.0001191103,0.0007965831,0.0005602633,0.0001169629,0.000770498],"category_scores_gemma":[0.000598275,0.0002495324,0.0001153427,0.0002880826,0.00001943506,0.001247532,0.0001363424,0.0004569524,0.0004406747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002410553,"about_ca_system_score_gemma":0.00003655876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329548,"about_ca_topic_score_gemma":0.00001606881,"domain_scores_codex":[0.9986027,0.000001513072,0.000297768,0.0003765167,0.00043812,0.000283345],"domain_scores_gemma":[0.9990138,0.00003547619,0.0001010613,0.0002616718,0.0005638512,0.00002409756],"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":[0.00005814601,0.0001442856,0.003261119,0.0001557542,0.0001684551,0.00002285716,0.00005654172,0.5434178,0.007505585,0.4143426,0.0005991015,0.0302678],"study_design_scores_gemma":[0.0002200854,0.00000305087,0.0001865323,0.00009968065,0.00002408331,0.000002627999,0.00002568771,0.9879479,0.0001880816,0.002858884,0.008108624,0.0003347032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4100684,0.00002375686,0.5669671,0.00192115,0.003880646,0.0001523446,0.0000144566,0.001517887,0.01545433],"genre_scores_gemma":[0.9912176,0.000007168517,0.005243326,0.0005226152,0.002442335,0.0000303165,0.00008105327,0.00004653554,0.0004090277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5811492,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527575486715396,"score_gpt":0.2568553367709177,"score_spread":0.2040977880993781,"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."}}