{"id":"W7054799368","doi":"","title":"AI is changing the cybersecurity threat landscape (Practical AI #294)","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wonder; Key (lock); Vice president; Government (linguistics); Scale (ratio); Laptop; Rebranding; Private sector; Curiosity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001119233,0.0009556977,0.0002710182,0.0006423315,0.003717221,0.007036876,0.000933059,0.003671227,0.3541906],"category_scores_gemma":[0.00326764,0.0004644067,0.0005026818,0.0004297298,0.001371208,0.004983575,0.003950978,0.004050477,0.2020455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287602,"about_ca_system_score_gemma":0.002038896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005300744,"about_ca_topic_score_gemma":0.0219777,"domain_scores_codex":[0.9990387,0.0001260873,0.00002861772,0.0001643969,0.0004266067,0.0002156316],"domain_scores_gemma":[0.9976684,0.0002164118,0.00007123761,0.0001500311,0.0006751273,0.001218633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007941227,0.00001452658,0.00003729722,0.00001774527,5.525751e-7,0.00002772794,0.0001048114,0.00001559578,0.000190124,0.001185411,0.982119,0.0162793],"study_design_scores_gemma":[0.000002296222,0.00001438899,0.0001923158,0.00002766363,5.711281e-7,0.00004398361,0.0002184259,0.00002967829,0.00006988931,0.0005942489,0.9988029,0.000003768575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00154946,0.003672386,0.003761772,0.07028148,0.03080635,0.0002199375,0.0006272939,0.003793732,0.8852876],"genre_scores_gemma":[0.003693899,0.001052723,0.001357154,0.008684987,0.002502487,0.00007314185,0.0002830595,0.000522881,0.9818296],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3541906,"threshold_uncertainty_score":0.9211687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327667574365004,"score_gpt":0.2575269031861452,"score_spread":0.2442502274424951,"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."}}