{"id":"W3013722920","doi":"","title":"A Description Logic Ontology for Email Phishing","year":2020,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Jerome","funders":"","keywords":"Phishing; Computer science; Ontology; Semantics (computer science); Knowledge base; Computer security; World Wide Web; Data science; The Internet; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.000116506,0.0001193625,0.0001541385,0.0001330095,0.0002595067,0.0001362248,0.0006539051,0.00009826503,0.0000176289],"category_scores_gemma":[0.0001067452,0.0001403605,0.0000988734,0.0005980128,0.00003715865,0.0008347647,0.0001286479,0.0001296093,0.00003036252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257182,"about_ca_system_score_gemma":0.00005925483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005565934,"about_ca_topic_score_gemma":0.0001079567,"domain_scores_codex":[0.9990211,0.0000730137,0.0001128552,0.0004201595,0.0001226116,0.0002503],"domain_scores_gemma":[0.9993495,0.0001014447,0.00008945009,0.0002281888,0.00009319522,0.0001382068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004315984,0.000108298,0.0008151099,0.0001150826,0.0001019173,0.0003029024,0.007357082,0.0009959644,0.008543576,0.9490477,0.02135066,0.01083014],"study_design_scores_gemma":[0.002458127,0.0008611989,0.001247969,0.00003134056,0.0000779655,0.00004696473,0.001275376,0.09177639,0.00190754,0.02022744,0.8793371,0.0007526014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01951614,0.00005367347,0.9668719,0.004843657,0.0004262683,0.0001823293,0.000004206309,0.0003634524,0.007738402],"genre_scores_gemma":[0.9693767,0.00001512772,0.02828894,0.001362299,0.0001377586,0.000001606806,0.000006850753,0.000009445867,0.0008013116],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9498605,"threshold_uncertainty_score":0.5723733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05132051966343886,"score_gpt":0.2034382805901475,"score_spread":0.1521177609267086,"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."}}