Atmospheric transoformation of elemental mercury upon reactions with halogens
Why this work is in the frame
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Bibliographic record
Abstract
Rapid depletions of atmospheric mercury (Hg 0 ) and ozone have recently been observed in several regions of high-and sub-Arctic, as well as Antarctica.There are a large body of ground based and satellite observations implicating the reactions of halogens, during these depletion events.In our laboratory, we have performed extensive kinetic and product studies on the oxidation reactions of elemental mercury with atmospheric oxidants, along with complementary thermochemical studies based on our kinetics and product studies of reactions of gaseous Hg 0 with molecular and atomic halogens.In this study, we incorporated our laboratory data in a chemical box model (MOCCA).Our results on the potential importance of some key molecular and atomic halogen reactions in depletion of mercury within atmospheric boundary layer, will be discussed.
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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 | 0.001 |
| 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 it