{"id":"W4411337599","doi":"10.1109/sp61157.2025.00075","title":"SoK: Software Compartmentalization","year":2025,"lang":"en","type":"article","venue":"","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Engineering and Physical Sciences Research Council; Microsoft Research; National Science Foundation","keywords":"Compartmentalization (fire protection); Computer science; Software; Software engineering; Programming language; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001221016,0.00005850664,0.00007669051,0.00009223224,0.00005492126,0.00008926504,0.0004554568,0.00003096079,0.00001589349],"category_scores_gemma":[0.00001533232,0.00005232155,0.00002385188,0.0003241813,0.00001165096,0.0002399305,0.0001319974,0.00002848839,0.00004890762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004429232,"about_ca_system_score_gemma":0.00003284901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000163521,"about_ca_topic_score_gemma":0.000005794582,"domain_scores_codex":[0.9994569,0.00004103066,0.0001321784,0.0001713462,0.00009881163,0.00009976346],"domain_scores_gemma":[0.9995074,0.00003588499,0.00002600997,0.0003681294,0.00004272855,0.00001981369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[4.639724e-7,0.00002563627,0.002573855,0.00001521454,0.000007935265,0.000001814566,0.00007757329,0.000007088351,0.0009961968,0.9023403,0.08580272,0.008151236],"study_design_scores_gemma":[0.0007786897,0.0001368414,0.005522274,0.0002414694,0.0000140843,0.00002190724,0.00008492862,0.09850597,0.4665271,0.304601,0.122841,0.0007248292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001415219,0.00004885328,0.9519776,0.0002584667,0.0001696322,0.0001499403,2.298873e-7,0.001240192,0.04601356],"genre_scores_gemma":[0.5963413,0.000002570445,0.39649,0.001152923,0.00001130754,0.00003330066,0.00000262318,0.000003429568,0.00596255],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5977393,"threshold_uncertainty_score":0.2133611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101280900676351,"score_gpt":0.2736308181966128,"score_spread":0.2635027281289777,"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."}}