{"id":"W4361995010","doi":"10.1007/978-3-031-30122-3_17","title":"Defense Models for Data Recovery in Industrial Control Systems","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Computer security; Automaton; Industrial control system; Language change; Work (physics); Control (management); Risk analysis (engineering); Artificial intelligence; Business; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009595283,0.0003222475,0.0004867467,0.0005603191,0.00007641377,0.0001917338,0.001598695,0.0004869931,0.000001957252],"category_scores_gemma":[0.0001561259,0.0003064737,0.00005992505,0.0003212516,0.0002127885,0.000396253,0.0003222897,0.0007233121,0.00001360081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861683,"about_ca_system_score_gemma":0.0002157719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005311181,"about_ca_topic_score_gemma":0.0003033653,"domain_scores_codex":[0.9977898,0.00001724849,0.0004462091,0.0008111733,0.0004236313,0.0005119183],"domain_scores_gemma":[0.9979245,0.0009241608,0.00007170033,0.0009379853,0.00005612659,0.00008553938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000154473,0.000004196757,0.000009083889,0.00007290821,0.000009946703,0.00002803917,0.0001058783,0.9650096,0.00001191642,0.001003842,0.0001802774,0.03354886],"study_design_scores_gemma":[0.0005148519,0.00004756481,0.000003450863,0.0005633626,0.000008628896,0.00001221334,2.8027e-7,0.9776058,0.0000175255,0.01990442,0.0009793289,0.0003425831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001649955,0.0007774922,0.9896083,0.0000638619,0.007703283,0.0008066921,0.0001953653,0.0001726099,0.0005074418],"genre_scores_gemma":[0.964789,0.0008800834,0.02431855,0.0006251575,0.00787854,0.0001569428,0.0002878415,0.0003386759,0.0007252127],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9652897,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591159600742843,"score_gpt":0.2403173908939618,"score_spread":0.1812014308196775,"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."}}