{"id":"W7106794909","doi":"10.5281/zenodo.17727759","title":"Network Policy Enforcement in cloud-native environments","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Access Control and Trust","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"European Commission","keywords":"XACML; Interoperability; Enforcement; Security policy; Task (project management); Network security policy; Authorization","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001734652,0.0002585569,0.000308425,0.0004705449,0.005191829,0.001157362,0.00180096,0.0001696275,0.01792458],"category_scores_gemma":[0.0009290743,0.0002942846,0.00009137816,0.002399767,0.0006641243,0.000466333,0.00227393,0.0005078981,0.003925301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094858,"about_ca_system_score_gemma":0.00003486122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200269,"about_ca_topic_score_gemma":0.00001551461,"domain_scores_codex":[0.9958299,0.001263999,0.0005565317,0.0006654381,0.0006870462,0.0009970275],"domain_scores_gemma":[0.9988327,0.00007588726,0.0002170745,0.0004520928,0.0001804472,0.0002418149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002779544,0.0005330367,0.0001087319,0.00006891936,0.0001959708,0.00002434181,0.01365912,0.002966302,0.0001107205,0.5638976,0.1269776,0.2911797],"study_design_scores_gemma":[0.001204129,0.0001421648,0.001887009,0.000102706,0.00002747037,0.000001593838,0.002413894,0.0006643138,0.00002190324,0.006632183,0.9866578,0.000244834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003319531,0.0005728267,0.005169396,0.006551931,0.0005679228,0.00128472,0.0001091255,0.0002304564,0.9821941],"genre_scores_gemma":[0.9834645,0.001014596,0.00002880844,0.0008830769,0.0008222471,1.322492e-7,0.0002568851,0.00054786,0.01298194],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9801449,"threshold_uncertainty_score":0.9999509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673947256106437,"score_gpt":0.2861813032818548,"score_spread":0.2594418307207905,"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."}}