Bibliographic record
Abstract
AbstraksiPembangunan Kawasan Industri Pergudangan Millennium akanmengakibatkankan penurunan unjuk kerja lalu Lintas, untuk diperlukan penangananmeliputi : Pertama pengaturan lalulintas dengan U-turn yang sebelumnya berada sejauh151 meter dari lokasi sebelumnya pintu masuk dan u-turn yang berada 154 meter setelahpintu masuk Kawasan Millennium (arah Tigaraksa).Untuk itu dilakukan penutupan kedua U-turn, dan untuk mengakomodasipergerakan memutardan keluar masuk Kawasan Millennium disediakan double U-turnyang berada tepat di depan pintu masuk. Hal ini untuk mempermudah manuverkendaraan berat yang keluar-masuk Kawasan Millennium. Kedua merubah geometrikjalan dengan memperpanjang storage ke empat jalur. Ketiga menambah rambu danmarka jalanKata kunci : serbu baja melting dan kekuatan beton
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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; both teacher heads agree on what is shown here.
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".