{"id":"W1825250184","doi":"10.5220/0002996005210527","title":"AUTOMATED THREAT IDENTIFICATION FOR UML","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Unified Modeling Language; Identification (biology); Applications of UML; UML tool; Software engineering; Programming language; Software","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":[0.002716335,0.001368023,0.0007920608,0.004610084,0.001122388,0.002555645,0.001043947,0.00118685,0.0047999],"category_scores_gemma":[0.01818492,0.0009420296,0.001802325,0.001069946,0.0008983698,0.003382005,0.002327493,0.001684253,0.002703564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415282,"about_ca_system_score_gemma":0.002368328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844281,"about_ca_topic_score_gemma":0.003459001,"domain_scores_codex":[0.9949932,0.002137556,0.0003711996,0.0006466339,0.001630894,0.0002205426],"domain_scores_gemma":[0.9885667,0.007187693,0.001284517,0.001522721,0.00128938,0.0001490612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002621248,0.0002215902,0.00408665,0.0005730969,0.0001118144,0.000654647,0.001854535,0.03936427,0.04352584,0.07177383,0.0158872,0.8216845],"study_design_scores_gemma":[0.0000601917,0.00008180171,0.001224478,0.000213452,0.00007195956,0.000751744,0.0003945933,0.819869,0.04841817,0.08453912,0.04426435,0.000111116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009152383,0.0001509107,0.9618162,0.0002897538,0.00003672974,0.0002396529,0.0002511658,0.02580728,0.002255851],"genre_scores_gemma":[0.1310455,0.0001973936,0.8640075,0.0001189764,0.00003507139,0.0002358275,0.0009129979,0.001155461,0.002291187],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0047999,"threshold_uncertainty_score":0.01605725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755375830775011,"score_gpt":0.305862012297015,"score_spread":0.2883082539892649,"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."}}