Dampak Relokasi Pusat Pemerintahan Terhadap Efesiensi Pelayanan Masyarakat Dan Pengembangan Wilayah Kabupaten Simalungun
Bibliographic record
Abstract
Dampak relokasi pusat pemerintahan Kabupaten Simalungun ditinjau dari; aspek keterjangkauan pelayanan (affordability), aspek kecukupan pelayanan (recoverability), aspek kesesuaian pelayanan (replicability), dan aksesibilitas terhadap pengembangan wilayah Kabupaten Simalungun. Dengan menggunakan metode kombinasi antara kualitatif dan kuantitatif dalam penelitian ini. Maka relokasi pusat pemerintahan Kabupaten Simalungun memberi pengaruh terhadap pelayanan masyarakat dan Pengembangan wilayah. Dari hasil analisis Chi Square diperoleh hasil adalah variable pelayanan yang paling dipengaruhi adalah variabel independen yang paling utama dipengaruhi oleh relokasi di Kecamatan Raya dengan nilai Chi Square 47.367. Dominan diakibatkan timbulnya aktivitas - aktivitas masyarakat di Pusat Pemerintahan tersebut. Fasilitas umum pemerintahan dilakukan pembangunan fisik dan non fisik yang dipengaruhi oleh relokasi memperoleh nilai Chi Square 44.049. Kondisi ini menunjukkan bahwa pembangunan sector pelayanan yang mengikuti relokasi untuk mengantisipasi perkembangan wilayah Simalungun
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.025 | 0.004 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".