Analysis on Temporal and Spatial Changes of SO_2/NO_x in Xi'an City During 1991-2002
Bibliographic record
Abstract
According to monitored data of SO_2 and NO_x in Xi'an City during 1991-2002,the space-time variation was analyzed.The results were follow: ① Within a year the curve of concentration change of SO_2and NO_x form a U figure.In winter from January to February and from November to December the concentration were higher,while in the summery from April to May the concentration were relatively lower,and it had higher relativity with change of average air temperature;② The quarter concentration of so_2and NO_X declined obviously in recent 12 years,it contribute to project of coal being changed into gas from 1999.And the trend answered for environment Kuznets curve;③ There was a obvious rule about district change of SO_2and NO_x in recent 6 years.That was concentration of SO_2and NO_x declined gradually in industrial estate,while in shopping center and habitation area it was higher than in industrial estate.it showed that there were differences in regulating domain configuration,changing energy sources configuration,tempo of areas.
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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) | 0.000 | 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".