{"id":"W4405935319","doi":"10.23919/cnsm62983.2024.10814381","title":"Coordinated Sampling in SDNs with Dynamic Flow Rates","year":2024,"lang":"en","type":"article","venue":"","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001845652,0.0005280577,0.0006973416,0.0003089377,0.0004978466,0.0008195458,0.0008415519,0.0004430732,0.0007534573],"category_scores_gemma":[0.004399288,0.0003671504,0.0003194103,0.0004103057,0.0007007461,0.0010352,0.0007746742,0.0007485264,0.00006381283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177415,"about_ca_system_score_gemma":0.001474455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007071415,"about_ca_topic_score_gemma":0.005699751,"domain_scores_codex":[0.9991457,0.0002841116,0.00004291447,0.0001968203,0.0001870115,0.0001434741],"domain_scores_gemma":[0.9982882,0.001062451,0.0001993649,0.0001370961,0.0001883383,0.0001245372],"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":[0.00009518599,0.00002783119,0.001263956,0.00002499688,0.00001341459,0.00003429968,0.00004805058,0.978913,0.001688259,0.003828162,0.0002287504,0.01383415],"study_design_scores_gemma":[0.000005662187,0.00001373616,0.00007823799,0.000001585393,0.000002419295,0.000005404746,0.00000836343,0.9980421,0.000491974,0.001211,0.0001379618,0.000001662184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09064363,0.0001905486,0.9069332,0.0001705991,0.00003420822,0.00006290138,0.00006786619,0.0006621752,0.001234858],"genre_scores_gemma":[0.9293518,0.00008905878,0.06979284,0.00005712816,0.0000133039,0.00005838953,0.00006114661,0.00003670352,0.0005396102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007071415,"threshold_uncertainty_score":0.0140605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006000820024192404,"score_gpt":0.230983736670258,"score_spread":0.2249829166460656,"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."}}