{"id":"W2548068552","doi":"","title":"Is Nonprofit Leadership Different from Business or Government Leadership","year":2014,"lang":"en","type":"article","venue":"Journal of Nonprofit Education and Leadership","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Leadership style; Transactional leadership; Shared leadership; Public relations; Servant leadership; Leadership; Style (visual arts); Government (linguistics); Situational leadership theory; Business; Management; Political science; Psychology; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001485538,0.0003666304,0.0005645441,0.0001828531,0.000493746,0.0003235953,0.0005567832,0.0003098942,0.001298519],"category_scores_gemma":[0.0008061189,0.0002931841,0.0001986832,0.0004602352,0.0003915843,0.0006640105,0.00003834694,0.0006491357,0.00005193553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004342619,"about_ca_system_score_gemma":0.0006566597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008937767,"about_ca_topic_score_gemma":0.000635411,"domain_scores_codex":[0.9962624,0.0005155878,0.0007596518,0.0004163095,0.001294548,0.0007515321],"domain_scores_gemma":[0.9974058,0.0006022683,0.0006840333,0.0003153761,0.0004287743,0.0005637885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295742,0.001326879,0.6945423,0.001092228,0.0004924934,0.00001675548,0.1406185,0.000004394011,0.005091199,0.005489115,0.0363637,0.1136666],"study_design_scores_gemma":[0.00193291,0.0003854889,0.5715459,0.001161546,0.0003137859,0.00003812338,0.348531,0.00005501318,0.002786323,0.0009380659,0.07142362,0.0008881995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101809,0.003590272,0.001791532,0.07299993,0.005074945,0.0005774638,0.00002066459,0.00008640515,0.00567786],"genre_scores_gemma":[0.9731314,0.0001851984,0.0006504781,0.005828148,0.0041029,0.00001648849,0.000005879713,0.00004786469,0.01603163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2079125,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2228262004937885,"score_gpt":0.336630928697551,"score_spread":0.1138047282037625,"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."}}