{"id":"W7148444771","doi":"10.1007/978-3-032-07031-9_5","title":"Malware Propagation","year":2025,"lang":"en","type":"book-chapter","venue":"Static & dynamic game theory: foundations & applications","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"","keywords":"Malware; Cryptovirology; Context (archaeology); Term (time); Software; Computer virus; Hacker","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004758313,0.0006072522,0.0005174551,0.0008568802,0.0005521074,0.0003168563,0.001678857,0.0003300198,0.0003023315],"category_scores_gemma":[0.0001185119,0.0006799376,0.0002276207,0.0005248503,0.0003596395,0.0006028025,0.0004438368,0.0006707122,0.0007787628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007534967,"about_ca_system_score_gemma":0.0006557658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007971669,"about_ca_topic_score_gemma":0.00004687894,"domain_scores_codex":[0.9969168,0.00009827047,0.0008815027,0.001185173,0.000503118,0.0004151821],"domain_scores_gemma":[0.9953052,0.0005928903,0.0007402762,0.002531843,0.0006896413,0.0001401176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004122908,0.00003144394,1.741726e-7,0.00005881794,0.00007099371,0.000001288205,0.00009716339,0.00005715982,0.00003483737,0.7964857,0.000463175,0.2026952],"study_design_scores_gemma":[0.0001331619,0.0000469646,0.000007053309,0.0001099751,0.0001056381,0.00001481698,0.00001943273,0.009085573,0.00004815598,0.7475672,0.2423957,0.0004662912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[7.502207e-7,0.0001252654,0.7783177,0.0009483175,0.0001662062,0.002398135,0.000200497,0.001653136,0.2161899],"genre_scores_gemma":[0.006381484,0.000334818,0.2638935,0.0005312766,0.00008544851,0.004642679,0.001265869,0.0001360844,0.7227288],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5144242,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008152282353592279,"score_gpt":0.2754850248699883,"score_spread":0.267332742516396,"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."}}