{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006046244,0.0004560074,0.0003594077,0.001381556,0.005882987,0.0100022,0.0008525472,0.002286753,0.01480243],"category_scores_gemma":[0.01422011,0.0003074621,0.0003426542,0.0009584027,0.04154281,0.0100604,0.006305362,0.005118428,0.00302182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002921698,"about_ca_system_score_gemma":0.003963279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885239,"about_ca_topic_score_gemma":0.002122293,"domain_scores_codex":[0.9934441,0.004023492,0.0001138733,0.0004780583,0.001181641,0.0007587816],"domain_scores_gemma":[0.9878687,0.006362618,0.001064444,0.001981923,0.001027451,0.001694758],"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":[0.00004477518,0.00002902054,0.0008421058,0.0001280188,0.00001618956,0.0002061374,0.01322166,0.0003806881,0.0002528827,0.9009308,0.05164978,0.03229807],"study_design_scores_gemma":[0.00002693039,0.00005512419,0.0008388255,0.0004611757,0.00001196732,0.0002540467,0.01015655,0.0007358327,0.0003135105,0.7179877,0.2691319,0.00002638416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04231906,0.02873576,0.03110927,0.3385774,0.009053647,0.00004649931,0.0001143953,0.0003407607,0.5497031],"genre_scores_gemma":[0.9281792,0.006277212,0.002907952,0.009088082,0.00280067,0.00005042987,0.00002857032,0.0001275384,0.05054037],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01480243,"threshold_uncertainty_score":0.04951906,"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."}}