{"id":"W169915107","doi":"","title":"Business process monitoring and alignment: An approach based on the user requirements notation and business intelligence tools","year":2007,"lang":"en","type":"article","venue":"WER","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Carleton University; University of Ottawa","funders":"","keywords":"Artifact-centric business process model; Business process modeling; Business Process Model and Notation; Process management; Computer science; Business process; Business process discovery; Process (computing); Business rule; Process modeling; Business intelligence; Business process management; Notation; Business requirements; Knowledge management; Work in process; Engineering; Operations management","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":[0.04420689,0.003113044,0.002034518,0.007244534,0.00247671,0.01248646,0.006542747,0.004982532,0.00202573],"category_scores_gemma":[0.0499538,0.002699042,0.003495899,0.005525981,0.005497371,0.01663787,0.007334504,0.007946944,0.00136341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004454013,"about_ca_system_score_gemma":0.01022767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004130089,"about_ca_topic_score_gemma":0.004820986,"domain_scores_codex":[0.9518182,0.02885557,0.005302002,0.003763666,0.009297321,0.0009631461],"domain_scores_gemma":[0.9575869,0.01936956,0.005542688,0.01010137,0.006317907,0.001081545],"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":[0.0003829652,0.0007578966,0.003839847,0.001272933,0.000275254,0.001318104,0.01502019,0.03600007,0.01379238,0.6568813,0.006719461,0.2637396],"study_design_scores_gemma":[0.0002009637,0.0005875739,0.001641852,0.001689087,0.00040611,0.002642493,0.004748102,0.4626858,0.0266085,0.2881252,0.2101828,0.0004815435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001436004,0.00007777441,0.9939783,0.0007429133,0.00003257281,0.0002548409,0.00005948166,0.001056228,0.002361845],"genre_scores_gemma":[0.01782288,0.0001111144,0.9802487,0.000171957,0.00002209394,0.0004448637,0.0002250665,0.0001444216,0.0008089215],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04420689,"threshold_uncertainty_score":0.2337912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117306558142263,"score_gpt":0.3168969919121878,"score_spread":0.1995904337699248,"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."}}