{"id":"W1488218625","doi":"10.1007/978-3-642-40624-9_20","title":"Reconfiguration of Large-Scale Surveillance Systems","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Control reconfiguration; Computer science; Scalability; Metis; Argumentation theory; Software deployment; Hazard; Information system; Distributed computing; Computer security; Software engineering; Database; Embedded system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001192763,0.0004365925,0.0006814352,0.0004950536,0.0001730992,0.0004351802,0.002741711,0.0003583347,0.00004783695],"category_scores_gemma":[0.00009905507,0.0003691349,0.0001347161,0.0004966765,0.0003851812,0.0005988372,0.0006587881,0.0004863534,0.0001477281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788187,"about_ca_system_score_gemma":0.0004061497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005375123,"about_ca_topic_score_gemma":0.0001458296,"domain_scores_codex":[0.9966679,0.00006584358,0.0006555585,0.00123795,0.0007624817,0.0006102548],"domain_scores_gemma":[0.9969595,0.0004013777,0.0005348572,0.001388255,0.0005653441,0.0001506711],"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":[0.00001228587,0.0001685955,0.001066179,0.0004864293,0.00005040767,0.00006095861,0.005314797,0.02685976,0.0009738287,0.3229533,0.0008028077,0.6412507],"study_design_scores_gemma":[0.0003969982,0.0002572644,0.0008384145,0.0005400525,0.000005787294,0.0000771717,7.534447e-7,0.9400718,0.00145445,0.04834933,0.007109166,0.0008987826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001693397,0.001218771,0.9643815,0.0001548457,0.003224505,0.0004472146,0.000007942211,0.00012623,0.03026969],"genre_scores_gemma":[0.8463077,0.0001782885,0.147344,0.0004380128,0.001095704,0.00003162225,0.00001768189,0.00005700951,0.004530036],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9132121,"threshold_uncertainty_score":0.9998761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350863273221245,"score_gpt":0.2302827232910457,"score_spread":0.2167740905588333,"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."}}