{"id":"W7135740548","doi":"","title":"The Digital Citizen? Navigating Different Roles of Citizens in the Digital Transformation of the Public Sector","year":2025,"lang":"de","type":"other","venue":"WU Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Public sector; Digital transformation; Digital government; Information technology; Government (linguistics); Private sector","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":[0.004850579,0.0002930008,0.0003240176,0.00168327,0.009157664,0.02103887,0.0009057934,0.003632459,0.01169701],"category_scores_gemma":[0.004972181,0.0002282983,0.000319822,0.003255574,0.01816141,0.02660484,0.00946526,0.004730607,0.002595512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789401,"about_ca_system_score_gemma":0.006835842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00628716,"about_ca_topic_score_gemma":0.01585791,"domain_scores_codex":[0.9965069,0.002241266,0.00006419821,0.0002406952,0.0003068666,0.0006401734],"domain_scores_gemma":[0.9967359,0.001635399,0.0002509613,0.0003231466,0.0002729836,0.0007816499],"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":[0.00006467773,0.0001048845,0.004384803,0.0002666051,0.000009319719,0.0003379689,0.263151,0.0001023792,0.0005321806,0.5604882,0.03150713,0.1390509],"study_design_scores_gemma":[0.000008524772,0.0000355801,0.001623811,0.0007954727,0.00001170148,0.0002495389,0.5393725,0.0002168948,0.0005413319,0.1402717,0.3168431,0.00002979328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1563686,0.01662613,0.008771419,0.2557063,0.001617211,0.00007852984,0.0001244293,0.000131307,0.5605761],"genre_scores_gemma":[0.9290699,0.01531683,0.003763971,0.0162137,0.0003092558,0.00007387091,0.0000812336,0.0001269327,0.03504454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02103887,"threshold_uncertainty_score":0.03913045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477058567111038,"score_gpt":0.3371787199383707,"score_spread":0.289472863227267,"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."}}