{"id":"W2161281685","doi":"10.1109/ccst.2010.5678692","title":"Correctional Service Canada's “next generation” command and control systems architecture","year":2010,"lang":"en","type":"article","venue":"","topic":"Education and Military Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Legacy system; Interoperability; User interface; Default gateway; Software; Computer network; Embedded system; Operating 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003958443,0.0001111718,0.000123456,0.00004921308,0.0007206484,0.000161046,0.0001235635,0.0001123688,0.001347935],"category_scores_gemma":[0.0002019967,0.00009566001,0.00002122242,0.0001417071,0.00009487371,0.0001557272,0.000009018927,0.0002540701,0.00003756347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008433905,"about_ca_system_score_gemma":0.001030511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9221682,"about_ca_topic_score_gemma":0.9993491,"domain_scores_codex":[0.9989257,0.000165037,0.0001882925,0.0002000139,0.000321034,0.0001998716],"domain_scores_gemma":[0.9990125,0.0002069334,0.00005785858,0.0001667773,0.0003530591,0.0002028909],"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":[0.00007479313,0.0002703922,0.02566019,0.00008325906,0.0001732544,7.85432e-7,0.08783855,0.001374092,0.08449669,0.1751674,0.6170182,0.007842433],"study_design_scores_gemma":[0.0001992766,0.000006481524,0.001664389,0.000005159084,0.00001232408,0.00001082081,0.006742317,0.0003438256,0.00001715857,0.00009283168,0.9907625,0.0001428915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316752,0.0002132511,0.01079527,0.02450229,0.008076092,0.0005160468,0.0000552342,0.00008931172,0.02407729],"genre_scores_gemma":[0.974175,0.00002398705,0.001273481,0.003320834,0.00136417,0.00006306648,0.0001035442,0.000008577244,0.0196673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3737444,"threshold_uncertainty_score":0.9995649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567949095163637,"score_gpt":0.2871254935288096,"score_spread":0.2514460025771732,"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."}}