Analisis Penyisihan Kandungan Amonia dengan Stripper di Pabrik Ammonia
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Ammonia industrial waste treatment is part of the final process in the industry. Wastewater containing high ammonia content needs to be treated using a stripping process. This study to analysis the stripping process for ammonia waste treatment in the industry to obtain appropriate operating conditions and meet the wastewater standards issued by the Minister of the Environment. Data obtained during 10 days of operation were compared with the standards and analyzed for column efficiency. The results of the analysis showed that the waste output with a concentration of 13.9 - 49 ppm, a pH range of 8.7 - 9 and most of the waste discharge had met the standards, namely a maximum of 50 ppm and pH 6-9. The best gas-liquid ratio at the stripper inlet is 0.25 V / V and pressure has no significant effect on stripper efficiency.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it