{"id":"W7085199639","doi":"10.63855/skt.v4i2.76","title":"Analisis Faktor Eksternal Organisasi dalam peningkatan Kinerja Pegawai (Studi Kasus pada Dinas Dukcapil Kabupaten Bireuen)","year":2025,"lang":"en","type":"article","venue":"Singkite Journal","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Work (physics); Population; Path analysis (statistics); Civil servants; Work performance","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006655799,0.0003873007,0.0004345245,0.0001744787,0.001310274,0.0003774403,0.0006769781,0.0001666436,0.001645133],"category_scores_gemma":[0.00008294654,0.000274667,0.0002062772,0.0008279455,0.0001859711,0.0005795039,0.0003615473,0.0007575192,0.0002776779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866884,"about_ca_system_score_gemma":0.0001018515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008065223,"about_ca_topic_score_gemma":0.0007499135,"domain_scores_codex":[0.9969382,0.0001740127,0.000755231,0.0005143198,0.0007675141,0.0008507058],"domain_scores_gemma":[0.9987068,0.00007179882,0.0003946622,0.0003328005,0.00005995843,0.0004340101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008189102,0.0001982063,0.9609445,0.00003802461,0.00009750952,0.0002085983,0.00155148,0.0001623298,0.00799839,0.0003565532,0.02435739,0.004005158],"study_design_scores_gemma":[0.001277862,0.0002542762,0.9363922,0.000194372,0.0001447988,0.0005312927,0.001623098,0.000177771,0.001588094,0.001120057,0.05615786,0.0005383258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742782,0.0004270824,0.000501082,0.002165584,0.001302433,0.0002055166,0.00001247209,0.00008702291,0.02102058],"genre_scores_gemma":[0.9912567,0.0004508198,0.001135516,0.0006688048,0.0007221837,0.000004891371,0.00001273306,0.0000331232,0.005715231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180047,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007123196849153099,"score_gpt":0.2396147671751053,"score_spread":0.2324915703259522,"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."}}