{"id":"W1972266414","doi":"10.5539/ass.v10n19p149","title":"A Comparison of the Ability Level of Human Resource Roles and Their Perceived Importance among HR Professionals in the Malaysian Government Linked Companies (GLCs)","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Government (linguistics); Business; Workforce; Perception; Human resources; Marketing; Resource (disambiguation); Significant difference; Psychology; Management; Medicine; Economics; Political science; Economic growth","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":[0.0014803,0.0001591618,0.0001205925,0.001141426,0.0004547822,0.001061351,0.000211019,0.0002818231,0.001753261],"category_scores_gemma":[0.005438863,0.0001361,0.0001832193,0.0003443629,0.0007214686,0.0005467414,0.0009559729,0.0004788817,0.0002109796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005932387,"about_ca_system_score_gemma":0.00079319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780498,"about_ca_topic_score_gemma":0.00569033,"domain_scores_codex":[0.9985955,0.0004228784,0.0001162173,0.00008921964,0.0004311618,0.0003449614],"domain_scores_gemma":[0.9937848,0.001572666,0.001816262,0.000114043,0.0008447447,0.001867433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006734498,0.0001530491,0.9735634,0.00005048786,0.00002562717,0.0002061379,0.01212342,0.00007321307,0.001523239,0.0001868691,0.0001797113,0.01184756],"study_design_scores_gemma":[0.000003610732,0.000225621,0.9752071,0.00003060832,0.000006923484,0.0001918628,0.0231687,0.0001852063,0.0001910698,0.00007221251,0.0007073052,0.000009743474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989654,0.00004966836,0.00004069423,0.00006263777,0.000002739338,0.000003105321,0.000008202743,5.368807e-7,0.0008669249],"genre_scores_gemma":[0.9996603,0.00003391998,0.00003889242,0.00001564843,0.000001931043,0.00000199747,0.00001023013,2.698095e-7,0.0002368583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003780498,"threshold_uncertainty_score":0.007828653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605182436789382,"score_gpt":0.2974433057286719,"score_spread":0.251391481360778,"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."}}