{"id":"W6908693592","doi":"10.26164/leopoldina_04_01295","title":"Spitzentechnologie und Datensicherheit: [Arbeitsübersetzung]","year":2025,"lang":"de","type":"article","venue":"Deutsche Akademie der Naturforscher Leopoldina e. V.","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Health protection; Disease prevention","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":[0.005668699,0.0006870267,0.0006196328,0.003196481,0.003416315,0.01269406,0.001661277,0.004339898,0.02354189],"category_scores_gemma":[0.01070243,0.0004404322,0.0005514194,0.008240893,0.01289167,0.009997747,0.006636104,0.004038561,0.009393602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006709896,"about_ca_system_score_gemma":0.008463539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01627884,"about_ca_topic_score_gemma":0.009209305,"domain_scores_codex":[0.9932631,0.002584822,0.0006056684,0.0009983308,0.002028351,0.0005198487],"domain_scores_gemma":[0.9943826,0.002175531,0.0005007716,0.001233516,0.001403043,0.0003044337],"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":[0.00002353631,0.00002514039,0.0004468199,0.0004285274,0.00001558735,0.0001642306,0.004157734,0.0002653282,0.0004998317,0.8402756,0.06049985,0.09319787],"study_design_scores_gemma":[0.0000061743,0.0000125067,0.0008267188,0.0005617734,0.000005500552,0.0003355389,0.0009669719,0.0002722999,0.0003493494,0.1080779,0.8885608,0.00002450788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008303454,0.1084691,0.05420671,0.07516497,0.006084182,0.0003105459,0.001285189,0.0006550145,0.7455208],"genre_scores_gemma":[0.3425062,0.1529251,0.04668421,0.0180489,0.00507604,0.0009200004,0.00283651,0.001137904,0.4298653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02354189,"threshold_uncertainty_score":0.0787555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718288459425031,"score_gpt":0.3910556343279326,"score_spread":0.3538727497336823,"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."}}