{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001607121,0.0002442657,0.0001819657,0.0006778975,0.001925682,0.0009139496,0.001662892,0.00001132973,0.0001782529],"category_scores_gemma":[0.00003554818,0.0001782027,0.0001465888,0.0013761,0.0005892725,0.001065067,0.001400545,0.0002071495,0.0003681442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137513,"about_ca_system_score_gemma":0.000002559253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001311252,"about_ca_topic_score_gemma":0.000001203848,"domain_scores_codex":[0.9969024,0.00002072431,0.0003023185,0.0005054646,0.001557745,0.000711366],"domain_scores_gemma":[0.9990315,0.00007437116,0.0002284115,0.0006317992,0.00001417821,0.00001978467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005564637,0.0002414122,0.639524,0.001255003,0.0003123519,0.0002380574,0.0004431551,0.01702645,0.0005464571,0.07991146,0.1670091,0.09293611],"study_design_scores_gemma":[0.00371475,0.001010344,0.3181787,0.0001466985,0.0003211803,0.000004210788,0.007798825,0.00462011,0.0004547999,0.0007898745,0.6614311,0.001529335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356807,0.0000223714,0.00003321087,0.006755734,0.0005805184,0.0007398872,0.000001804176,0.0001138544,0.0560719],"genre_scores_gemma":[0.9925417,0.00000232616,0.000004727921,0.005566926,0.0002043543,0.0001488562,0.000009648804,0.0000243377,0.00149713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4944221,"threshold_uncertainty_score":0.9993737,"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."}}