{"id":"W126897523","doi":"","title":"SOCLe: Integrated Design of Software Applications and Security","year":2005,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Software security assurance; Software; Software engineering; Systems engineering; Information security; Computer security; Engineering; Operating system; Security service","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008110148,0.0002239032,0.0003098625,0.0002241508,0.0001892629,0.00009937133,0.0007628364,0.0002181313,0.000009241576],"category_scores_gemma":[0.0001178679,0.0001984423,0.00008206705,0.0006808307,0.0001303652,0.0005980852,0.0002634031,0.0002704415,0.00001326096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189995,"about_ca_system_score_gemma":0.0002500453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036649,"about_ca_topic_score_gemma":0.0001865566,"domain_scores_codex":[0.9983104,0.0001280775,0.0004679953,0.0004378635,0.0002632053,0.0003924886],"domain_scores_gemma":[0.9982473,0.0001682066,0.0002053329,0.0009875593,0.0002036019,0.0001880387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008738117,0.0009716252,0.1537766,0.0003821325,0.0001243135,0.00001120477,0.002927281,0.008170284,0.005004301,0.0540652,0.006591897,0.7678878],"study_design_scores_gemma":[0.00104147,0.0003414022,0.04235575,0.0001528115,0.00004358719,0.0002293593,0.0001451178,0.8850207,0.03413024,0.01793479,0.01765868,0.0009460268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01957376,0.001250799,0.9761586,0.001218357,0.00004788585,0.0008684841,0.00001607289,0.0008141992,0.00005187204],"genre_scores_gemma":[0.5812352,0.0001469895,0.4177123,0.0003645567,0.00004904436,0.0004012271,0.000004500173,0.00001428842,0.00007187515],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8768505,"threshold_uncertainty_score":0.8092242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009173461672595196,"score_gpt":0.2264554890746641,"score_spread":0.2172820274020689,"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."}}