{"id":"W2396123608","doi":"10.14778/3402707.3402730","title":"Business policy modeling and enforcement in databases","year":2011,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Database; Business rule; Business process; Workflow; Business process modeling; Enforcement; Database design; Business logic; Business; Work in process","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":[0.010449,0.0008160974,0.001141955,0.002349262,0.001895122,0.01034326,0.003501613,0.002513385,0.002163322],"category_scores_gemma":[0.0114373,0.001191441,0.002098681,0.003264453,0.004394689,0.008983365,0.003257064,0.00343342,0.0008504923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003714198,"about_ca_system_score_gemma":0.005309762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542231,"about_ca_topic_score_gemma":0.00950925,"domain_scores_codex":[0.9903767,0.004245174,0.001399227,0.001160546,0.002365425,0.0004530191],"domain_scores_gemma":[0.992959,0.003629421,0.0006187938,0.001713949,0.000836844,0.0002418747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003107524,0.00004813836,0.0004141278,0.0001345216,0.00003055003,0.0001517917,0.0005719519,0.04326381,0.0005736431,0.9329491,0.001775245,0.02005603],"study_design_scores_gemma":[0.00003628856,0.00002581237,0.0001477034,0.00017385,0.00005479817,0.0001240862,0.0003178797,0.2936667,0.002088345,0.6496848,0.05364299,0.00003672742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005342597,0.001222151,0.9813037,0.002081917,0.0000966298,0.0001814063,0.0002960715,0.0007998029,0.008675717],"genre_scores_gemma":[0.1891767,0.003765091,0.7948704,0.0009151523,0.0003095108,0.0006970748,0.001269012,0.000235345,0.00876174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01542231,"threshold_uncertainty_score":0.05526024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058924432200034,"score_gpt":0.2309941416969072,"score_spread":0.2004048973749069,"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."}}