{"id":"W4234893925","doi":"10.4018/978-1-4666-4161-7.ch008","title":"Ontological Rules for UML-Based Conceptual Modeling","year":2013,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Applications of UML; Computer science; Unified Modeling Language; UML tool; Artifact (error); Object Constraint Language; Software engineering; Programming language; Flexibility (engineering); Class diagram; Systems Modeling Language; Context (archaeology); Software; Artificial intelligence; Mathematics","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":[0.01047513,0.001452134,0.001044784,0.00443844,0.002216224,0.008629179,0.004017881,0.003293421,0.006492064],"category_scores_gemma":[0.014293,0.001250483,0.002920149,0.004553508,0.005590444,0.00832286,0.004039364,0.008429151,0.004377531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004450297,"about_ca_system_score_gemma":0.004036289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005933957,"about_ca_topic_score_gemma":0.005167793,"domain_scores_codex":[0.9925639,0.00266616,0.001298553,0.0006061469,0.002597651,0.0002675397],"domain_scores_gemma":[0.9935548,0.003353168,0.0004988112,0.001508624,0.0008889661,0.0001956784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003253091,0.00001242249,0.00003872235,0.00007467638,0.000007663674,0.000059978,0.0005164556,0.001109705,0.0001969544,0.9770692,0.004419672,0.01649133],"study_design_scores_gemma":[0.00001139262,0.000006492072,0.00005838487,0.0003470932,0.00001830399,0.0001393042,0.0001479258,0.006969133,0.0005145746,0.7183922,0.2733707,0.00002447663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001017424,0.003395266,0.9110491,0.002986663,0.0008153893,0.0004939185,0.0004606947,0.0007191272,0.07906233],"genre_scores_gemma":[0.03000053,0.004362518,0.9445003,0.001235973,0.0003100056,0.001258203,0.001466439,0.0004513373,0.01641478],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01047513,"threshold_uncertainty_score":0.05539846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218058893511268,"score_gpt":0.2492241958556612,"score_spread":0.2170436069205486,"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."}}