{"id":"W4399754506","doi":"10.1108/ijoes-01-2024-0012","title":"Validation of the Wise Leadership Questionnaire (WLQ)","year":2024,"lang":"en","type":"article","venue":"International Journal of Ethics and Systems","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01305274,0.0004047135,0.0004695741,0.001366716,0.0008176939,0.0007618807,0.0006971852,0.0003341855,0.002522161],"category_scores_gemma":[0.02952647,0.0001711107,0.0005814346,0.0008049472,0.0006941457,0.0006564995,0.001025248,0.0007443407,0.0007481413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039372,"about_ca_system_score_gemma":0.003226886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00401574,"about_ca_topic_score_gemma":0.00725326,"domain_scores_codex":[0.9947242,0.002179392,0.0004707485,0.0003177869,0.001918316,0.0003895791],"domain_scores_gemma":[0.9802021,0.004749486,0.002583191,0.001339724,0.009538191,0.001587328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002206185,0.0005115455,0.8146508,0.0003186048,0.00008091563,0.0002237572,0.003924171,0.0006388433,0.003546427,0.001216974,0.007331165,0.1673362],"study_design_scores_gemma":[0.00007223558,0.001381936,0.969824,0.0002990021,0.00005235341,0.0003709615,0.005172954,0.001932899,0.001948047,0.0007759123,0.01812183,0.00004786885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745932,0.0004575067,0.01133989,0.0009788302,0.0002656148,0.002389131,0.002114925,0.0001653105,0.007695698],"genre_scores_gemma":[0.9739706,0.0002758729,0.01902529,0.0003951719,0.00005547669,0.002598457,0.001845002,0.00002860697,0.001805453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305274,"threshold_uncertainty_score":0.06903034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2476877677235886,"score_gpt":0.4346745490116691,"score_spread":0.1869867812880804,"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."}}