{"id":"W4414586741","doi":"10.61132/saturnus.v3i4.1075","title":"Sistem Informasi Kinerja Pegawai Non-ASN Berbasis Web pada Dinas Kependudukan dan Pencatatan Sipil Kabupaten Situbondo","year":2025,"lang":"en","type":"article","venue":"Saturnus","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Web application; Transparency (behavior); Information system; Interface (matter); Population; User interface","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"],"consensus_categories":[],"category_scores_codex":[0.0007540357,0.0005081871,0.000619375,0.0004342888,0.0003978021,0.0006244714,0.00261295,0.0002679337,0.00001956852],"category_scores_gemma":[0.0002905,0.0004636794,0.000248156,0.001355763,0.0001144685,0.001062373,0.0009717059,0.0007454423,0.0002458357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780754,"about_ca_system_score_gemma":0.0005197207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003397636,"about_ca_topic_score_gemma":0.000253213,"domain_scores_codex":[0.9963525,0.0002023526,0.0008061649,0.0009231537,0.0007993903,0.0009164187],"domain_scores_gemma":[0.996821,0.0003615998,0.0003566815,0.001905162,0.0002377093,0.0003178823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001878147,0.0007616838,0.1869154,0.001788162,0.000928388,0.001169684,0.0200987,0.0010823,0.02517685,0.08399764,0.06552494,0.6123684],"study_design_scores_gemma":[0.003445159,0.0002968129,0.1285156,0.000747559,0.0001021185,0.0001675538,0.0006810406,0.1200219,0.00677126,0.0002917759,0.7373326,0.001626661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5028664,0.002122479,0.03133601,0.01066601,0.01708763,0.003551006,0.00005345367,0.003615489,0.4287015],"genre_scores_gemma":[0.9704219,0.0000214053,0.006784275,0.0004292079,0.0002377082,0.000086651,0.00005394646,0.00003614455,0.02192876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6718076,"threshold_uncertainty_score":0.9997815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006608425736459739,"score_gpt":0.2335039367208457,"score_spread":0.226895510984386,"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."}}