{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000367913,0.00005654288,0.00005727302,0.0000725706,0.00008995034,0.000109122,0.0004059455,0.00004061743,0.0001239236],"category_scores_gemma":[0.00003818173,0.00004781859,0.00003836983,0.00123009,0.0000137678,0.0001614135,0.0001953592,0.00007709715,0.00518761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023147,"about_ca_system_score_gemma":0.00002627737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008226408,"about_ca_topic_score_gemma":0.000005521134,"domain_scores_codex":[0.9992861,0.00002906027,0.00009997195,0.0001935201,0.0001518322,0.0002395681],"domain_scores_gemma":[0.9995636,0.00004171976,0.00001959227,0.0002616649,0.0000370995,0.00007636657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002246057,0.00003569256,0.0007599614,0.00001166254,0.000009143188,0.00002717196,0.0002835857,0.00003763987,0.0004869623,0.5050052,0.04576838,0.4475724],"study_design_scores_gemma":[0.0003173623,0.0002449485,0.007667541,0.00001379366,0.000003384433,0.00001618725,0.00011138,0.5001432,0.005902053,0.02711788,0.458039,0.0004233096],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01395415,0.00004394995,0.9219539,0.01082133,0.001156573,0.0003449489,0.000002489135,0.00570302,0.04601958],"genre_scores_gemma":[0.7593369,0.00003588708,0.1794625,0.00141007,0.0002522468,0.0001402671,0.00003718693,0.00001803114,0.05930695],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7453827,"threshold_uncertainty_score":0.995587,"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."}}