{"id":"W4417194032","doi":"10.1504/ijcm.2025.150333","title":"Exploratory and exploitative leadership compared: evidence from China","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative Management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ambidexterity; Scope (computer science); Triage; China; Exploratory research; Process (computing)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002305911,0.0001507212,0.0002331766,0.0005475154,0.00008360444,0.0003088147,0.0003911625,0.00002432731,0.0003254226],"category_scores_gemma":[0.00004637119,0.000136666,0.00006429388,0.0002732993,0.00008401097,0.001558077,0.0002006144,0.0001479692,0.00008355709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009856717,"about_ca_system_score_gemma":0.00002325055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003971673,"about_ca_topic_score_gemma":0.00003815431,"domain_scores_codex":[0.9987552,0.00003058492,0.000435015,0.0001721895,0.0004975788,0.0001094852],"domain_scores_gemma":[0.9987887,0.0001139563,0.0003572925,0.00008798495,0.000635833,0.00001620961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001551172,0.000812072,0.5263857,0.0001763282,0.002807606,0.0002813054,0.006333706,0.002034492,0.002075551,0.3405056,0.09594936,0.02108715],"study_design_scores_gemma":[0.00142915,0.00001968502,0.9439533,0.0006682703,0.0001698488,0.00000306059,0.01187462,0.0004896004,0.0004864819,0.009558287,0.0311455,0.0002022199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571407,0.001096055,0.02128043,0.00778997,0.002444606,0.0002595428,0.000008621115,0.00004405699,0.009936024],"genre_scores_gemma":[0.9968989,0.0000759596,0.0009819977,0.001278908,0.0003721779,0.000007647277,0.00001050864,0.000007513565,0.0003663395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4175676,"threshold_uncertainty_score":0.5573076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042609292979,"score_gpt":0.3288004098212942,"score_spread":0.2245394805233941,"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."}}