Bibliographic record
Abstract
To understand the drinking water quality and the dynamic tendency. During 1997 ~2001,the sanitary quality of the water samples,which were collected from the water source and the produced water two times a year and the monitoring locations including 61 water supply network and 72 secondary supply water once a quarter,were monitored and were assessed according to the National criteria for Drinking water GB5749-85. Results showed that,During 1997～2001,the qualified rate of monitoring indexes in the surface source water and the qualified rate of total bacterial count in water supply network presented a lowing trend year after year(χ 2 =12.93,15.37, P0.01), the qualified rates of monitoring indexes presented significant differences between the surface produced water and the underground produced water,no significant differences was observed in the qualified rates of bacteriology in the secondary supply water.The results indicated that, during 1997～2001,the surface water quality presented a decreasing trend,the surface produced water quality was superior to the underground produced water in Urumqi.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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".