{"id":"W4412917171","doi":"10.1111/1744-7941.70027","title":"Leadership and Human Resource Management: Oil and Water in the Same Vessel","year":2025,"lang":"en","type":"article","venue":"Asia Pacific Journal of Human Resources","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Human resource management; Business; Environmental resource management; Management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039184,0.0001451479,0.0001218421,0.0006851713,0.005645502,0.005360044,0.0004340097,0.001347933,0.006789926],"category_scores_gemma":[0.00167327,0.00008090759,0.00007781439,0.001260136,0.009338149,0.003535244,0.001819498,0.001564938,0.0003458527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004935226,"about_ca_system_score_gemma":0.004458538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02644695,"about_ca_topic_score_gemma":0.06480376,"domain_scores_codex":[0.999018,0.0005574035,0.00001884888,0.00005490007,0.0001771331,0.0001738515],"domain_scores_gemma":[0.9992562,0.0003348341,0.00008746658,0.00003097452,0.0001288001,0.0001618227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005189657,0.0001197931,0.00254913,0.00009097923,0.000005727204,0.001093999,0.06617014,0.0007295833,0.0004721619,0.8584482,0.02619896,0.04406941],"study_design_scores_gemma":[0.00002196525,0.0001032835,0.006037056,0.0003800694,0.00001027044,0.0003143268,0.2653749,0.00205682,0.001050641,0.1825484,0.542056,0.00004619933],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2160223,0.007002071,0.006908542,0.1117812,0.001279086,0.00005268511,0.00003508103,0.00004421629,0.6568748],"genre_scores_gemma":[0.9615909,0.002976599,0.0007168338,0.001409139,0.00009835684,0.000009864875,0.00000894923,0.00001707195,0.03317227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02644695,"threshold_uncertainty_score":0.05258602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911902453206814,"score_gpt":0.2299791461244768,"score_spread":0.2108601215924086,"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."}}