{"id":"W4408581329","doi":"10.1515/9783111488738","title":"Data, Governance and Narrative","year":2025,"lang":"en","type":"book","venue":"","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Corporate governance; Political science; Business; Literature; Art; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004603227,0.0001308883,0.0002501963,0.00005968178,0.0001487737,0.0002010279,0.003007498,0.0002304058,0.0007297367],"category_scores_gemma":[0.0010969,0.00008627338,0.00002280586,0.0001922851,0.0002234345,0.0002042579,0.002810755,0.0002423373,0.0002641277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706327,"about_ca_system_score_gemma":0.0002598079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531718,"about_ca_topic_score_gemma":0.0002885895,"domain_scores_codex":[0.998283,0.00001109438,0.0003131353,0.0008025678,0.000487773,0.0001024392],"domain_scores_gemma":[0.9961157,0.0006882814,0.0002087827,0.002856491,0.0001019928,0.00002871488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[4.443012e-7,0.000001994262,0.000002009614,0.000001220132,0.000004299698,4.302986e-7,0.000006931544,2.904302e-8,3.112851e-7,0.2565066,0.6413683,0.1021074],"study_design_scores_gemma":[0.00002801433,0.000004606649,0.00005457327,0.0000157326,0.000005061809,8.86237e-7,0.0001349219,0.00006731847,0.000002367833,0.2396237,0.759988,0.00007485511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002930904,0.001253687,0.002929116,0.008234324,0.0001029567,0.0001817667,0.005395644,0.00008834777,0.9818112],"genre_scores_gemma":[0.00006111801,0.0007936034,0.002809283,0.0004049017,0.0000381269,0.00001055581,0.0003154675,0.000004050253,0.9955629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1186196,"threshold_uncertainty_score":0.7990105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2804800969015785,"score_gpt":0.4116678361941457,"score_spread":0.1311877392925672,"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."}}