{"id":"W4415928584","doi":"10.1093/isagsq/ksaf089","title":"From Data Universalism to Data Particularism: Epistemologizing Digital Sovereignty Based on Germany's and Japan's COVID-19 Responses","year":2025,"lang":"en","type":"article","venue":"Global Studies Quarterly","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"Deutsches Institut für Japanstudien","keywords":"Universalism; Sovereignty; Factoring; Big data; Context (archaeology); Data governance; Pandemic","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.06422634,0.0006137462,0.000984344,0.005605638,0.007109732,0.01701589,0.001828008,0.00477723,0.00240944],"category_scores_gemma":[0.05396122,0.0006515004,0.0008542707,0.004700514,0.06810301,0.02883754,0.01919486,0.005863092,0.0002005503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01083615,"about_ca_system_score_gemma":0.009253431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008450556,"about_ca_topic_score_gemma":0.004487974,"domain_scores_codex":[0.969528,0.01869124,0.002814149,0.003301105,0.003109409,0.002556177],"domain_scores_gemma":[0.935536,0.0439734,0.00547376,0.008228504,0.004473176,0.002315201],"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":[0.00005780715,0.00001650647,0.006119173,0.0002041728,0.00004193528,0.0003570967,0.08190585,0.000538657,0.0003360326,0.8983446,0.0009402226,0.01113796],"study_design_scores_gemma":[0.00005276388,0.0001326097,0.01090675,0.002082473,0.0001812942,0.0004816834,0.2008058,0.004467012,0.002232255,0.6621124,0.116347,0.0001980076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5643409,0.006872316,0.1419915,0.1109397,0.0008340008,0.0002085943,0.0004858573,0.0001647046,0.1741623],"genre_scores_gemma":[0.9941537,0.0003677537,0.003341166,0.001352575,0.00005455523,0.00005077484,0.0000466362,0.00001713047,0.0006157605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9928902,"threshold_uncertainty_score":0.3396654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09850220873469823,"score_gpt":0.3775839943189966,"score_spread":0.2790817855842984,"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."}}