{"id":"W4296041480","doi":"10.1177/17427150221126780","title":"Leadership configuration in crises: Lessons from the English response to COVID-19","year":2022,"lang":"en","type":"article","venue":"Leadership","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Individualism; Authoritarianism; Politics; Context (archaeology); Collective leadership; Coronavirus disease 2019 (COVID-19); Sociology; Leadership; Authoritarian leadership style; Ideal (ethics); Neoliberalism (international relations); Political science; Political economy; Public relations; Leadership style; Democracy; Law; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001200845,0.0001707594,0.0001586096,0.0002460383,0.000790388,0.0002775202,0.0005232666,0.00003543541,0.003098501],"category_scores_gemma":[0.002715108,0.0001538874,0.00005066796,0.001247345,0.00006256202,0.0003834505,0.0003129022,0.0002481235,0.0002928229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172815,"about_ca_system_score_gemma":0.00004933038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182524,"about_ca_topic_score_gemma":0.001816589,"domain_scores_codex":[0.9984172,0.0001499966,0.0002468701,0.0003676607,0.0004627458,0.0003555121],"domain_scores_gemma":[0.9989202,0.0006113702,0.000110966,0.0002601883,0.00007345454,0.00002379304],"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":[0.001955476,0.0002121281,0.1146804,0.0002227589,0.00009809241,0.0000663076,0.02680146,0.005480184,0.0003368022,0.09760328,0.751137,0.001406147],"study_design_scores_gemma":[0.0007980953,0.00001536361,0.07123608,0.000018441,0.00003758207,2.142185e-7,0.1549601,0.0001594005,0.00001537811,0.002909794,0.7695597,0.0002897716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07914516,0.001013472,0.001922265,0.899027,0.001446439,0.001496927,0.00003976167,0.0004872847,0.01542168],"genre_scores_gemma":[0.8827937,0.000002602836,0.00002610503,0.1136823,0.000909783,0.0001275996,0.0001085215,0.00002565281,0.002323675],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8036486,"threshold_uncertainty_score":0.9978128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1888951973333818,"score_gpt":0.2932332708091273,"score_spread":0.1043380734757456,"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."}}