{"id":"W4292566228","doi":"10.5267/j.msl.2022.6.002","title":"The effect of digital leadership on Kuwaiti hospitals’ employee performanc","year":2022,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Simple random sample; Sample (material); Psychology; Order (exchange); Knowledge management; Population; Public relations; Business; Computer science; Medicine; Political science; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244153,0.0001565668,0.0001101241,0.0006640343,0.0006680561,0.00151223,0.0002196501,0.000212752,0.002199055],"category_scores_gemma":[0.005118928,0.00008343746,0.0001788937,0.0006585913,0.0006853663,0.0004265723,0.001061389,0.0004989638,0.00032726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335769,"about_ca_system_score_gemma":0.001822335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007838733,"about_ca_topic_score_gemma":0.01110861,"domain_scores_codex":[0.9985244,0.0005071507,0.0001073995,0.00008013716,0.0003609853,0.0004199356],"domain_scores_gemma":[0.9926334,0.00248297,0.002294362,0.0003187289,0.0009578503,0.001312623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001797747,0.0004270562,0.9656425,0.0000464544,0.00004318875,0.0001705292,0.004258828,0.0002564491,0.0007736732,0.0003587427,0.0003363923,0.02750635],"study_design_scores_gemma":[0.000003041041,0.0002014778,0.9908878,0.00001965841,0.00001483164,0.00005491942,0.007355699,0.0002865148,0.000363967,0.00003425118,0.0007695694,0.000008224431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977907,0.00003394546,0.00003054157,0.000139054,0.000003401537,0.000004240312,0.00001717911,0.000002260413,0.001978657],"genre_scores_gemma":[0.9997484,0.00002489353,0.00002717687,0.00001545661,0.000002784987,0.00000250065,0.000008437301,4.373416e-7,0.000169953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007838733,"threshold_uncertainty_score":0.0155862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623490184696322,"score_gpt":0.2064762471087237,"score_spread":0.1902413452617605,"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."}}