{"id":"W7103990481","doi":"10.5281/zenodo.17527611","title":"Omega-Lock UBS Suite v1 — The Asymmetry of Global Solvency","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solvency; Creditor; Debt; Insolvency; Information asymmetry; Coherence (philosophical gambling strategy); Microfoundations; Audit","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0144016,0.001042392,0.001179927,0.002529313,0.001760898,0.006283003,0.0023256,0.002328625,0.09595573],"category_scores_gemma":[0.06625403,0.001089397,0.0008949967,0.001567022,0.002502801,0.005036701,0.006354468,0.003897699,0.03143195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982283,"about_ca_system_score_gemma":0.00534872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948745,"about_ca_topic_score_gemma":0.002833159,"domain_scores_codex":[0.9839237,0.005685912,0.001051713,0.0009592149,0.007156019,0.001223378],"domain_scores_gemma":[0.9529129,0.01717428,0.002542733,0.01524433,0.009649768,0.002476021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001606049,0.0004419267,0.005157529,0.0006132663,0.00005173559,0.0002256468,0.0007217771,0.01382382,0.005203667,0.2919335,0.455404,0.2248171],"study_design_scores_gemma":[0.0007524765,0.001061132,0.00656491,0.001091893,0.00004409435,0.0004590375,0.0004405734,0.0825977,0.0269542,0.2788353,0.6008946,0.0003041051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04039916,0.0006880108,0.4270798,0.007687671,0.001155777,0.003319766,0.01705194,0.08881555,0.4138023],"genre_scores_gemma":[0.4780487,0.0009374563,0.2553495,0.003389507,0.0008193821,0.006888603,0.03282216,0.02608414,0.1956606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09595573,"threshold_uncertainty_score":0.3210039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049427536724861,"score_gpt":0.2815983451494098,"score_spread":0.2411040697821612,"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."}}