{"id":"W7106323705","doi":"10.5281/zenodo.17679463","title":"The Sovereign Stack: Hybrid Sovereignty & The Global Optimum Theory","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Sovereignty; Core (optical fiber); Constraint (computer-aided design); Blueprint; Protocol (science); State (computer science); Adversarial system; Cryptocurrency; Architecture","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":[0.005754102,0.0005540116,0.0009454249,0.001316794,0.001868186,0.004814116,0.001686429,0.00243613,0.009843929],"category_scores_gemma":[0.01002523,0.0006158645,0.001562185,0.0009312237,0.01172946,0.01186356,0.004711215,0.00570367,0.001259972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002774429,"about_ca_system_score_gemma":0.002469723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571637,"about_ca_topic_score_gemma":0.001017345,"domain_scores_codex":[0.9954471,0.001924766,0.0001774928,0.0006974337,0.001262206,0.0004909537],"domain_scores_gemma":[0.9956626,0.001930323,0.0002710952,0.001522584,0.0004334705,0.0001799202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005510136,0.000002861408,0.00004031015,0.00000970122,0.000003780241,0.000008116286,0.00004029997,0.001675949,0.00008534294,0.9956511,0.0003968944,0.002080327],"study_design_scores_gemma":[0.000005469477,0.000007887172,0.00003871439,0.00001862221,0.000003573497,0.0000124976,0.00001919384,0.007826201,0.0003132597,0.986899,0.004848945,0.000006654559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02380759,0.001314023,0.8775587,0.007457246,0.0003226668,0.00007227499,0.0001745653,0.0005483961,0.08874454],"genre_scores_gemma":[0.7759395,0.001133141,0.199793,0.002085986,0.0003865953,0.000250249,0.0002793908,0.0007263923,0.01940577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009843929,"threshold_uncertainty_score":0.03293115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176605748214006,"score_gpt":0.2920605339058639,"score_spread":0.2602944764237238,"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."}}