{"id":"W2058300709","doi":"10.1002/ltl.45","title":"The hidden work of leadership","year":2003,"lang":"en","type":"article","venue":"Leader to Leader","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Business; Engineering; Mechanical engineering","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":[0.0004923088,0.0002322476,0.0002212457,0.0002124299,0.0002921895,0.0002698431,0.0005020685,0.00007459561,0.0006398587],"category_scores_gemma":[0.0001699307,0.0001716444,0.0001400486,0.0007461566,0.0001556131,0.0003036435,0.0001019911,0.000199555,0.003737987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002208373,"about_ca_system_score_gemma":0.00001125662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003095606,"about_ca_topic_score_gemma":0.00006012236,"domain_scores_codex":[0.9982243,0.00002822881,0.0003543844,0.0003319379,0.0004445321,0.0006165998],"domain_scores_gemma":[0.9991003,0.00008563641,0.0001539872,0.000543441,0.00009016357,0.00002641472],"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":[0.0001471767,0.0003160172,0.04790271,0.0006961213,0.0003158078,0.00003442896,0.002566787,0.0004174022,0.0002190231,0.2518735,0.6305287,0.06498234],"study_design_scores_gemma":[0.0003646325,0.00001175417,0.0125752,0.00006669484,0.00005478297,7.66685e-7,0.007978497,0.00001017974,0.000140072,0.0008493772,0.9776652,0.0002827664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3361486,0.002505859,0.001206783,0.09025367,0.001782326,0.002041786,0.000001449126,0.0005045643,0.5655549],"genre_scores_gemma":[0.9513837,0.000004176691,0.0001352826,0.01168144,0.0006689869,0.00004603479,0.000003690056,0.00005013581,0.03602655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6152351,"threshold_uncertainty_score":0.9970377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07362920208646895,"score_gpt":0.2324554276339063,"score_spread":0.1588262255474374,"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."}}