{"id":"W1980765559","doi":"10.1007/s10270-012-0290-8","title":"Strategic business modeling: representation and reasoning","year":2012,"lang":"en","type":"article","venue":"Software & Systems Modeling","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Computer science; Business intelligence; Business rule; Knowledge management; Artifact-centric business process model; Implementation; Business process modeling; Enterprise modelling; Data warehouse; Business architecture; Process management; Business activity monitoring; Business analytics; Management science; Enterprise integration; Business model; Data science; Business process; Business analysis; Software engineering; Enterprise software; Database; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008525497,0.0003867029,0.0005051532,0.0004429292,0.0005455601,0.0008790779,0.0002371295,0.000180317,0.00001319255],"category_scores_gemma":[0.0002444733,0.0003625613,0.0001033552,0.001100382,0.00003211932,0.003225227,0.0001793712,0.0002258862,0.00006690194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004667237,"about_ca_system_score_gemma":0.00004245085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005227612,"about_ca_topic_score_gemma":0.00001991492,"domain_scores_codex":[0.9975284,0.00002438417,0.0006709319,0.0005828303,0.0005070946,0.0006863021],"domain_scores_gemma":[0.9983827,0.00003102361,0.0002956664,0.0004178789,0.0008150599,0.00005760432],"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":[0.00002118502,0.00005218224,0.01767804,0.0006649425,0.00005385795,0.000003634904,0.0001372827,0.9740744,0.00006307482,0.005778851,0.00002862504,0.001443908],"study_design_scores_gemma":[0.0003177167,0.000001582652,0.00005628602,0.00036704,0.000198396,0.00001828562,0.001728094,0.9946916,0.000001029972,0.002067465,0.00009691294,0.0004556679],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5036603,0.003283938,0.4909617,0.00008680609,0.0006479811,0.0001726218,0.000001716351,0.0004785516,0.0007064339],"genre_scores_gemma":[0.9949985,0.00007730857,0.001678637,0.000159245,0.002755544,0.00005931554,0.00008872418,0.00009042321,0.00009236122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4913382,"threshold_uncertainty_score":0.9998826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537676038272511,"score_gpt":0.2576734476816743,"score_spread":0.1922966872989492,"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."}}