Heavy metals soil pollution state in relation to potential future mining activities in the Roşia Montană area
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: none
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.682
- Threshold uncertainty score
- 0.504
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 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) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.201 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
The aim of this paper is to establish the abundance of heavy metals in the soils affected by the past Rosia Montana gold and silver ore mining, and in currently unaffected soils that will be impacted by the proposed Rosia Montana project that foresees the expansion of the ore exploitation and a new processing facility. The soil cover of the Rosia Montana area consists of five soil types: Eutricambosols, Districambosols, Regosols, Lithosols, and Aluviosols. The first two types are prevalent; they cover 73.83% of the total researched surface (1,646 ha). In the soils from the areas where mining activities have been carried out, the total content of the heavy metals (Cd, Co, Cr, Cu, Mn, Ni, Pb, Zn) vary from the region's pedogeochemical background level up to the alert threshold for heavy metals pollution set down in the Order of the Ministry of Waters, Forests, and Environment Protection no. 756/1997. The analysis of soils from and surrounding the existing ore processing facilities shows that the heavy metals contents in few cases is above the intervention threshold, for copper, lead and zinc. The soils generally have low heavy metals contents and the values are at the region's pedogeochemical background level. The barren rocks, generally, have low heavy metals contents, close to the clark values. Taking all this into account, as well as the technology that the Canadian company intends to apply, there is a low probability that a significant heavy metals pollution of the soils left un-stripped would occur due to the proposed project.
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.
The record
- Venue
- Carpathian Journal of Earth and Environmental Sciences
- Topic
- Heavy metals in environment
- Field
- Environmental Science
- Canadian institutions
- not available
- Funders
- not available
- Keywords
- Soil waterHeavy metalsEnvironmental sciencePollutionChristian ministryMining engineeringSupergene (geology)Environmental chemistryEnvironmental protectionGeologySoil scienceGeochemistryChemistryWeatheringEcology
- Has abstract in OpenAlex
- yes