{"id":"W3034567214","doi":"10.36227/techrxiv.12089535.v1","title":"Encrypted Communications: It’s not what it seems","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Encryption; Computer science; On-the-fly encryption; Computer security; Secure communication; Computer network; Communication source; Android (operating system); Operating system","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":[0.001757078,0.0005526569,0.0005231208,0.0005991437,0.00163669,0.005912663,0.0007756297,0.002988353,0.009147511],"category_scores_gemma":[0.009952593,0.0003842793,0.0003032566,0.0007813243,0.003224703,0.01150565,0.001906793,0.003201556,0.007880833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101114,"about_ca_system_score_gemma":0.001001382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068355,"about_ca_topic_score_gemma":0.0008811913,"domain_scores_codex":[0.9950867,0.001201955,0.0002704895,0.0007029531,0.002364815,0.0003730902],"domain_scores_gemma":[0.9921129,0.002085438,0.0008341573,0.002017372,0.002624088,0.000326087],"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":[0.0005431453,0.0001321241,0.01017915,0.001604528,0.0001716318,0.001714478,0.003629251,0.001660714,0.01930406,0.4291873,0.162266,0.3696075],"study_design_scores_gemma":[0.00004240012,0.000171225,0.004506074,0.0007962486,0.00009231004,0.006508927,0.002023778,0.004880298,0.02964229,0.1375823,0.8136055,0.0001487003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1086672,0.03351554,0.336641,0.1490709,0.01464689,0.0004063376,0.001952546,0.005594134,0.3495056],"genre_scores_gemma":[0.663677,0.01869004,0.0874665,0.02519926,0.004542386,0.0002280862,0.001337299,0.001584865,0.1972746],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009147511,"threshold_uncertainty_score":0.0306015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164925322352546,"score_gpt":0.3109202310879863,"score_spread":0.1944276988527316,"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."}}