Variation of CFCs and SF<sub>6</sub>Concentration in Air of Urban Area, Kraków (Poland)
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
Chlorouorocarbons, both of natural and industrial origin, currently exist as trace gases in the entire human environment. The CFCs cause ozone depletion in the stratosphere. Moreover, CFCs and SF6 take part in intensication of the greenhouse eect. On account of international agreements, the measurements of CFCs and SF6 in air were started. Measurement stations of these gases were situated at places outside of urban areas inuence and gathered on the world-wide program AGAGE (Advanced Global Atmospheric Gases Experiment). One of these stations is Mace Head (Ireland, 53 N, 10 W), which participates in AGAGE since 1987 and in InGOS (Integrated non-CO2 Greenhouse Gas Observing System) program since 2011. Similar research is also conducted in Central Europe, in urban area of Krakw (Poland, 50 N, 19 E) since 1997. This work discusses the results of concentration measurements (19972012) of selected halocarbons and SF6 in Krakw. To obtain concentrations of the measured compounds the mathematical procedure has been used, where concentrations were calculated using a ve points Lagrange interpolation method. Daily arithmetic means of the measured mixing ratios and their standard deviations were determined. Based on these data, eciency of Montreal Protocol legislation, implemented in Poland could be assessed.
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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 | 0.000 |
| 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 it