{"id":"W3147742865","doi":"10.5539/ibr.v14n5p1","title":"Trends of Administrative and Academic Leadership towards Achieving Governance, An Applied study in Official Jordanian Universities in Southern Jordan","year":2021,"lang":"en","type":"article","venue":"International Business Research","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Stratified sampling; Population; Variables; Sample (material); Descriptive statistics; Perception; Political science; Psychology; Management; Sociology; Mathematics; Demography; Statistics; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005243854,0.00009291887,0.0001458802,0.0004512576,0.00006333894,0.00008231978,0.0006837355,0.00005501899,0.00004987873],"category_scores_gemma":[0.00007590595,0.00009562573,0.00001197687,0.001948857,0.0001171359,0.0005709165,0.0003857051,0.0003521579,0.000005025054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600675,"about_ca_system_score_gemma":0.0006350112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005934408,"about_ca_topic_score_gemma":0.001963035,"domain_scores_codex":[0.9983378,0.0001231337,0.0002421478,0.0003330197,0.0007437656,0.0002201345],"domain_scores_gemma":[0.9991864,0.00009220553,0.00005813565,0.0001497569,0.000469158,0.00004436406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004838525,0.002010251,0.8087067,0.000133095,0.00008055169,0.0004168347,0.05919905,0.002678807,0.006468321,0.06917279,0.00005974601,0.05058999],"study_design_scores_gemma":[0.000666276,0.00006717556,0.9806852,0.00006435334,0.000001099412,0.000008145744,0.01532636,0.00174406,0.0008969982,0.0003645239,0.00006453534,0.0001112378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948679,0.00005340793,0.0005177795,0.002311731,0.00008447247,0.00007502925,0.00001576078,0.00001190631,0.002062076],"genre_scores_gemma":[0.9986289,0.00002842377,0.0003846215,0.00002703101,0.00007904991,0.000006113151,0.000012149,0.00000734403,0.0008263324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1719785,"threshold_uncertainty_score":0.3899504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1642059742968242,"score_gpt":0.3817921395900234,"score_spread":0.2175861652931993,"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."}}