{"id":"W4404365435","doi":"10.36227/techrxiv.173156180.07837246/v1","title":"Risk-aware Slicing-based Security Functions Allocation in LEO Satellite Networks","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Carleton University","funders":"","keywords":"Slicing; Satellite; Computer science; Communications satellite; Computer security; Computer network; Engineering; World Wide Web","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":[0.00113161,0.0008431776,0.0005966167,0.000331272,0.0004722778,0.00123609,0.0009879454,0.0006534337,0.001400684],"category_scores_gemma":[0.003034786,0.0004074826,0.0003867736,0.000393368,0.001120682,0.001419763,0.001106064,0.0008502959,0.0001274476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978337,"about_ca_system_score_gemma":0.001311335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0094498,"about_ca_topic_score_gemma":0.005619202,"domain_scores_codex":[0.9994013,0.0002356071,0.00001921372,0.00009639952,0.0001129146,0.0001345018],"domain_scores_gemma":[0.9990081,0.000468329,0.0002092444,0.00007685203,0.0001225283,0.000114963],"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":[0.00002878709,0.000005949753,0.0002078801,0.000008249795,0.000005336845,0.00002348174,0.00001715361,0.9911578,0.0005753633,0.005925332,0.0001195608,0.001924997],"study_design_scores_gemma":[0.000002549163,0.0000103509,0.00007397216,0.000003082476,0.000003958008,0.000009535875,0.000008789946,0.9965233,0.0001982679,0.003019708,0.0001435982,0.000002859091],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1322449,0.0009246142,0.8589106,0.0005838491,0.00005128808,0.00006362393,0.0001213828,0.0001992868,0.006900516],"genre_scores_gemma":[0.9790617,0.0002986717,0.01875922,0.00003899685,0.00001542864,0.00003172381,0.0000314148,0.00003168602,0.001731285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0094498,"threshold_uncertainty_score":0.01878959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760917329557931,"score_gpt":0.246135421920345,"score_spread":0.2285262486247657,"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."}}