{"id":"W2168113301","doi":"10.1145/1533057.1533092","title":"Semantic context aware security policy deployment","year":2009,"lang":"en","type":"preprint","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Agence Nationale de la Recherche","keywords":"Computer science; Software deployment; Security policy; Dynamism; Computer security model; Computer security; Security service; Security information and event management; Network security policy; Context (archaeology); Security through obscurity; Security convergence; Security testing; Cloud computing security; Logical security; Granularity; Access control; Software security assurance; Security engineering; Information security; Software engineering","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":[0.0004666195,0.000243964,0.0003996292,0.0001298026,0.0004268264,0.0003103299,0.0007074478,0.0003961099,0.0007598271],"category_scores_gemma":[0.0001512818,0.0002160288,0.0002185318,0.0001628646,0.0001754112,0.0001171611,0.0003851711,0.0004808109,0.0002017093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748469,"about_ca_system_score_gemma":0.001002023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1078777,"about_ca_topic_score_gemma":0.04830621,"domain_scores_codex":[0.9979817,0.0002312131,0.0002917937,0.0004530848,0.0005412217,0.0005009994],"domain_scores_gemma":[0.9989951,0.00007404685,0.000163705,0.0003784213,0.0001516849,0.0002370766],"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":[0.00002998329,0.0003175232,0.006886048,0.0001104143,0.0001834224,0.00005159019,0.01573966,0.0000447301,0.000001861265,0.8132157,0.01903358,0.1443854],"study_design_scores_gemma":[0.001238881,0.00007128451,0.01151434,0.000288805,0.0001793913,0.000002037928,0.008478898,0.0008181794,0.00006545657,0.646869,0.3290106,0.001463155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04496957,0.001678412,0.002837875,0.07354522,0.001495738,0.001833003,0.00005679171,0.001079861,0.8725035],"genre_scores_gemma":[0.9905685,0.0004895921,0.00004334127,0.00270688,0.001551203,0.00003498347,0.00001399486,0.00001473205,0.004576795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9455989,"threshold_uncertainty_score":0.9690597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534935423463656,"score_gpt":0.344735764097882,"score_spread":0.3193864098632454,"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."}}