{"id":"W7117411695","doi":"10.56466/orkes/vol4.iss2.117","title":"Human Resource Development and Civil Service (ASN) Competency Improvement as well as Government Governance within the Riau Province Regional Development Planning Agency (BAPPEDA) in 2024","year":2025,"lang":"","type":"article","venue":"Jurnal Olahraga dan Kesehatan (ORKES)","topic":"Public Administration in Developing Nations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Competence (human resources); Human resources; Civil service; Corporate governance; Agency (philosophy); Regional development; Government (linguistics); Civil society; Good governance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004713077,0.0009736976,0.0008027533,0.0002892952,0.004373455,0.00125847,0.002392585,0.0004665902,0.0004963166],"category_scores_gemma":[0.0006188229,0.0008987897,0.0001441299,0.002463555,0.0006746069,0.0009763217,0.001233111,0.001684609,0.0001609274],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004684941,"about_ca_system_score_gemma":0.01421637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006239424,"about_ca_topic_score_gemma":0.0151597,"domain_scores_codex":[0.9892823,0.0007092927,0.002854988,0.001682818,0.0040643,0.00140632],"domain_scores_gemma":[0.9956351,0.0006278646,0.001909846,0.0008533327,0.0004135535,0.0005603029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008660273,0.002771149,0.1322422,0.001521256,0.00148961,0.0007812054,0.1673134,0.001119482,0.0008512174,0.6190745,0.03742779,0.03454217],"study_design_scores_gemma":[0.002078782,0.0002886494,0.2382121,0.003530937,0.00009889982,0.0000514314,0.03491401,0.0003699362,0.0009413634,0.002516,0.715531,0.001466893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7361317,0.001932192,0.0004079154,0.02728707,0.001620289,0.002771409,0.00004751243,0.0001283923,0.2296735],"genre_scores_gemma":[0.9356804,0.000131998,0.002610376,0.003739511,0.0003673431,0.000345634,0.00005342945,0.00007192686,0.0569994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6781032,"threshold_uncertainty_score":0.9997783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207980077579424,"score_gpt":0.3009089540511317,"score_spread":0.2788291532753374,"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."}}