{"id":"W1999981030","doi":"10.1109/pes.2010.5588063","title":"Issues on security region search by online DSA","year":2010,"lang":"en","type":"article","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Computer science; Boundary (topology); Security analysis; Computer security; Mathematics","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":[0.0001011169,0.00007503475,0.00008605257,0.00002753415,0.00002578487,0.00002195876,0.00008412769,0.00007176922,0.0004697742],"category_scores_gemma":[0.00002041005,0.00006468866,0.00002393878,0.0000785614,0.00001629757,0.0000551774,0.00001092556,0.0001937777,0.00007621106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001551127,"about_ca_system_score_gemma":0.000004674779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004834282,"about_ca_topic_score_gemma":0.0001539397,"domain_scores_codex":[0.9995253,0.0000182464,0.0001104749,0.0001109955,0.0001093092,0.0001256439],"domain_scores_gemma":[0.9996375,0.00001734435,0.000005427662,0.0002385742,0.00003191636,0.00006919393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004931307,0.0007979056,0.01170754,0.0003450828,0.00007201656,0.00001382164,0.003494101,0.01126876,0.01566587,0.01660849,0.9339606,0.006016467],"study_design_scores_gemma":[0.0005872049,0.00008339932,0.002257714,0.00001980903,0.000004786462,0.000009689097,0.0003129613,0.401242,0.02411771,0.0002303854,0.5706726,0.000461856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8751167,0.0001060831,0.01635587,0.002155839,0.001148935,0.000282676,0.00004728126,0.001186022,0.1036006],"genre_scores_gemma":[0.9969319,0.00002026489,0.0003518872,0.00007251015,0.00003763881,0.000002540434,0.00002759781,0.00001192918,0.002543775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3899732,"threshold_uncertainty_score":0.5143698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064104021839728,"score_gpt":0.2518749930034083,"score_spread":0.241233952785011,"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."}}