Keberadaan SMA Negeri 5 Pematangsiantar Terhadap Pendapatan Usaha Informal Masyarakat Sekitar Kelurahan Tambun Nabolon Kota Pematangsiantar
Bibliographic record
Abstract
Tujuan penelitian ini adalah menganalisis Analisis Keberadaan SMA Negeri 5 Pematangsiantar Terhadap Pendapatan Usaha Informal Masyarakat Sekitar Kelurahan Tambun Nabolon Kota Pematangsiantar. Populasi penelitian ini adalah seluruh tenaga pendidik dan kependidikan sebanyak 30 orang. Penelitian ini menggunakan regresi ganda, pengolahan data menggunakan SPSS. Dari hasil penelitian diketahui bahwa hasil analisis keberadaan SMA Negeri 5 Kota Pematangsiantar dengan pendapatan usaha informal masyarakat sekitar adalah 1,03 persen jadi dapat disimpulkan bahwa Keberadaan SMA Negeri 5 Pematangsiantar Terhadap Pendapatan Usaha Informal Masyarakat Sekitar Kelurahan Tambun Nabolon Kota Pematangsiantar memliki pengaruh. Penelitian ini memberikan sumbangan pemikiran dan saran kepada SMA di Kota Pematangsiantar dan kepada pemerintah melalui Dinas Pendidikan Provinsi Sumatera Utara. Meningkatkan mutu pendidikan membutuhkan dukungan partisipasi penuh dari seluruh masyarakat dan alumni
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.024 | 0.003 |
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".