{"id":"W4404655014","doi":"10.1007/978-3-031-66517-2_13","title":"The Sustainable Digitalization Community of a German Federal Ministry—intention, Structure and Progress","year":2024,"lang":"en","type":"book-chapter","venue":"Springer proceedings in business and economics","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"German; Christian ministry; Political science; Business; Geography; Archaeology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646882,0.0001193253,0.0001514518,0.00009308789,0.0005784792,0.0005819125,0.0001210034,0.0001348862,0.00001418773],"category_scores_gemma":[0.000064859,0.0001083051,0.00002046854,0.00005618466,0.000506866,0.0002647908,0.00009670841,0.0001898117,6.34992e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008887946,"about_ca_system_score_gemma":0.0001687317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854442,"about_ca_topic_score_gemma":0.0006245826,"domain_scores_codex":[0.9993911,0.000003410102,0.0002452958,0.0001512282,0.00006193654,0.0001470137],"domain_scores_gemma":[0.9993458,0.00003479009,0.0001862402,0.00005394807,0.0003395378,0.00003963153],"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":[0.000006936203,0.000006690342,0.003851451,0.0002811273,0.00001827748,2.14863e-7,0.006988848,9.454148e-7,3.343021e-7,0.9857723,0.00004255098,0.003030383],"study_design_scores_gemma":[0.0001964423,0.00001642955,0.02641493,0.000421003,0.00003394095,0.000007379117,0.02059559,0.00007932673,0.000003519102,0.5431269,0.4087881,0.0003164236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6650558,0.001298801,0.000003220689,0.004662259,0.0004082641,0.0004686075,0.00001780782,0.00002850695,0.3280567],"genre_scores_gemma":[0.9361059,0.001306828,0.00003783281,0.00002343513,0.000119175,0.000009722661,0.00001634017,0.00001931879,0.06236141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4426453,"threshold_uncertainty_score":0.5611396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004569691917513,"score_gpt":0.2797013510698933,"score_spread":0.2596556541507182,"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."}}