Analysis of contaminated pollution of organo-chlorine pesticides in soils based on gray correlative analysis
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
The gray correlative analysis assessment method is used to evaluate pollution levels of HCH isomer α-HCH,β-HCH,γ-HCH,δ-HCH and DDTs and their metabolites p,p′-DDT,o,p′-DDT,p,p′-DDE,p,p′-DDD in soil of the Haihe River Basin and Haihe estuary area as a research area.The results show that the pollution levels of HCHs and DDTs are in the order from high to low: Dongli DistrictTanggu District Estuary South DistrictTianjing CityExorheic of Haihe RiverEstuary North District.The results of the assessment are important for contaminated site management and pollution control and remedy of HCH and DDT in Haihe River asin and Haihe Estuary Barea,and useful to the decision makers in the Environmental Protection Departments.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.000 | 0.001 |
| 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