{"id":"W4408257920","doi":"10.1108/jarhe-07-2024-0370","title":"Leader–member participation! Shared leadership, organizational support and employee positive behaviors in higher educational institutions (HEIs)","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Research in Higher Education","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Creativity; Originality; Knowledge sharing; Shared leadership; Psychology; Nature versus nurture; Structural equation modeling; Value (mathematics); Knowledge management; Public relations; Transactional leadership; Social psychology; Sociology; Political science","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":[0.002930815,0.0001598273,0.0001765966,0.0004802977,0.001729815,0.001354298,0.000344654,0.0003153371,0.004312525],"category_scores_gemma":[0.008309214,0.000119852,0.0001794239,0.0004571246,0.0009097544,0.0007018817,0.001900703,0.0006988009,0.0002490814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008418839,"about_ca_system_score_gemma":0.001745299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002675033,"about_ca_topic_score_gemma":0.005185935,"domain_scores_codex":[0.9974789,0.001233125,0.0001399384,0.00017043,0.0004278229,0.000549764],"domain_scores_gemma":[0.9894504,0.002547853,0.003884136,0.0004827114,0.0006176052,0.003017247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265186,0.0005830355,0.9571774,0.00004372675,0.00005114188,0.0001316843,0.008960376,0.0001393624,0.0004115255,0.0003052437,0.0005507528,0.03151917],"study_design_scores_gemma":[0.00001151219,0.0002147339,0.9819748,0.00002372862,0.00001982145,0.0001067968,0.01603094,0.0002480715,0.000231849,0.0002462749,0.0008838556,0.000007665716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989181,0.00003336514,0.00005658734,0.0001401542,0.000004142492,0.000004984078,0.00001076262,0.000002373286,0.000829539],"genre_scores_gemma":[0.9998015,0.00001156946,0.00002512365,0.00001630184,0.00000376606,0.000003004461,0.000006794979,3.77219e-7,0.0001315823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004312525,"threshold_uncertainty_score":0.01549983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1841714180654768,"score_gpt":0.4040529030482317,"score_spread":0.2198814849827549,"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."}}