{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001825821,0.0008189339,0.0005996323,0.0006280691,0.00004110286,0.0003591891,0.0009989677,0.0002396325,0.01166428],"category_scores_gemma":[0.00002132754,0.0006185862,0.0004838165,0.0002481833,0.0002934439,0.0001020431,0.0006260738,0.001932829,0.01396956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005253359,"about_ca_system_score_gemma":0.00005049614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693461,"about_ca_topic_score_gemma":0.003407383,"domain_scores_codex":[0.9972325,0.0001314395,0.0005033446,0.0008740652,0.0004082487,0.0008504184],"domain_scores_gemma":[0.9983599,0.0002842208,0.0001080128,0.0009603089,0.00002113513,0.0002664005],"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":[0.00002512785,0.0000518918,0.00002792997,0.0002517892,0.0006862151,0.000114658,0.005362705,0.00001159554,0.00008613411,0.01368466,0.9795167,0.0001805867],"study_design_scores_gemma":[0.0002652769,0.00005594971,0.00001298166,0.000885119,0.0002163479,0.0001260796,0.0001393028,0.03307415,0.0003916129,0.009000673,0.9551662,0.0006662668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000714866,0.00115102,0.06278852,0.002921457,0.001298517,0.0008585394,0.001452385,0.001491881,0.9279662],"genre_scores_gemma":[0.02113057,0.0003633969,0.0008809112,0.002395397,0.00151147,0.0003130942,0.0004436896,0.001063816,0.9718977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06190761,"threshold_uncertainty_score":0.9996266,"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."}}