{"id":"W1593181307","doi":"10.1007/3-540-45581-7_27","title":"Towards Ontologically Based Semantics for UML Constructs","year":2001,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Unified Modeling Language; Applications of UML; Ontology; Class diagram; UML tool; Programming language; Semantics (computer science); Software engineering; Software","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01060051,0.001746549,0.001603575,0.004779124,0.002324697,0.01055657,0.005563408,0.003525127,0.003863727],"category_scores_gemma":[0.0195317,0.003557122,0.00336164,0.003659007,0.004653513,0.01518064,0.007112621,0.009607919,0.002806456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003543837,"about_ca_system_score_gemma":0.004145568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006323359,"about_ca_topic_score_gemma":0.008001669,"domain_scores_codex":[0.9905971,0.003420042,0.001630054,0.0008447762,0.002931808,0.0005762316],"domain_scores_gemma":[0.9874078,0.004894857,0.0009713269,0.002624639,0.003631936,0.0004694491],"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":[0.00005150764,0.0000750511,0.0002130567,0.0002242523,0.00004094819,0.0001526166,0.001908,0.004873805,0.003802,0.9340476,0.003393596,0.05121757],"study_design_scores_gemma":[0.0000459956,0.0000288969,0.000139287,0.0003023817,0.00008379045,0.0001406169,0.000533251,0.05236925,0.006015703,0.8686712,0.07160293,0.00006660179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001789682,0.0001927458,0.9938438,0.000396313,0.00008809275,0.00009942058,0.0001781786,0.00128684,0.002124975],"genre_scores_gemma":[0.04821861,0.0005110345,0.9457517,0.0003953252,0.0001334874,0.0003408204,0.001319931,0.001166979,0.002162144],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01060051,"threshold_uncertainty_score":0.05606151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838859176251966,"score_gpt":0.2489752451112461,"score_spread":0.2305866533487265,"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."}}