{"id":"W2074445120","doi":"10.1177/1742715010368761","title":"Leading aesthetically in uncertain times","year":2010,"lang":"en","type":"article","venue":"Leadership","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Auckland; Victoria University; University of Victoria","keywords":"Reflexivity; Relevance (law); Mythology; Sociology; Perception; Epistemology; Hurricane katrina; Aesthetics; Environmental ethics; Political science; History; Social science; Law; Philosophy; Natural disaster","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002346796,0.0001094906,0.0001121691,0.0001799223,0.00009629987,0.000139492,0.000188688,0.00004951591,0.001344037],"category_scores_gemma":[0.0001655523,0.0001015271,0.00002880095,0.0004446594,0.00006763942,0.0003728013,0.00007886788,0.0001777477,0.001542267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009101002,"about_ca_system_score_gemma":0.000005126053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008260877,"about_ca_topic_score_gemma":0.0006559957,"domain_scores_codex":[0.999252,0.000003867156,0.000139048,0.0001823621,0.0001627966,0.0002599488],"domain_scores_gemma":[0.9997638,0.00003145666,0.00004547543,0.0001125002,0.00004011314,0.000006689932],"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":[0.00001320467,0.00006146585,0.249935,0.0001492089,0.00001148964,0.00001978928,0.0001325136,0.0000344269,0.0005102232,0.7254036,0.01978207,0.003947062],"study_design_scores_gemma":[0.001681747,0.00001763444,0.2622538,0.0001555339,0.00007295034,0.000002888029,0.003848639,0.003900866,0.0002306234,0.1093934,0.6172642,0.00117777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.230411,0.0002221806,0.0005133612,0.05854004,0.001064408,0.0004575212,5.370346e-7,0.0004337791,0.7083572],"genre_scores_gemma":[0.9895318,0.000001965014,0.0004128436,0.004690884,0.000637984,0.000007457788,0.000008977908,0.00001858936,0.004689496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7591208,"threshold_uncertainty_score":0.9995689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780295119447138,"score_gpt":0.2391758055995437,"score_spread":0.1913728544050723,"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."}}