{"id":"W4389629106","doi":"10.1109/icspis60075.2023.10343731","title":"ICSPIS 2023 Full Program","year":2023,"lang":"en","type":"article","venue":"","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Malware; Process (computing); Session (web analytics); Reverse engineering; Code (set theory); Publishing; Software; clone (Java method); Static analysis; Computer security; Malware analysis; World Wide Web; Software engineering; Data science; Programming language; Set (abstract data type)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001031244,0.001204562,0.0006785328,0.001372092,0.001122599,0.004890464,0.0009874776,0.001887491,0.8665914],"category_scores_gemma":[0.001583959,0.0003225906,0.0006924444,0.001202421,0.0004572963,0.002044897,0.002253778,0.002041636,0.766663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116899,"about_ca_system_score_gemma":0.001485174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438954,"about_ca_topic_score_gemma":0.002543252,"domain_scores_codex":[0.999467,0.00006095929,0.00001850867,0.0001251386,0.00024833,0.00008023217],"domain_scores_gemma":[0.9989638,0.00008948847,0.0000363092,0.0001692161,0.0002970518,0.0004440988],"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":[0.00005859622,0.00005668366,0.000138805,0.00008577478,0.000005585616,0.00004794979,0.00001524217,0.0001551195,0.0008250363,0.004700185,0.8724678,0.1214431],"study_design_scores_gemma":[0.00001338726,0.0000252368,0.0001956575,0.0000360823,0.000002258234,0.00003847298,0.00001327546,0.000395252,0.0003095065,0.001329279,0.9976374,0.000004180747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007753461,0.000876213,0.005984541,0.004827594,0.005836595,0.0002059523,0.004466403,0.006513633,0.9705138],"genre_scores_gemma":[0.003387544,0.0005866649,0.002076052,0.0008690636,0.0009323994,0.0001014253,0.004132855,0.001148893,0.9867651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8665914,"threshold_uncertainty_score":0.1902912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320985673677527,"score_gpt":0.3313712448480434,"score_spread":0.2781613881112682,"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."}}