Evaluation of Impact Cadmium on Geo-Environment of Dibbis City in Kirkuk Government / Northern Iraq
Bibliographic record
Abstract
The present study is to evaluate and investigate the distribution of cadmium element (cd) in soil of Dibbis City northern Iraq, by using Index (Igeo), (CF) and (EF). The concentration of cadmium were determined by using (ICP-MS) technique in Acme Lame of (Canada). Collected (8) Samples in July/2016, In each site taken two samples for two depth (0-20cm) (20-40cm). The results showing that the highest concentration of cd found in Hai Al-Taakhy with value (0.245 ppm) because its station is burial health of waste of city, then Hai Al-Askary (S3) with value (0.225 ppm)it was in the past agriculture are riched by phosphate fertilizer in addition to military district. The calculated Igeo values of Cd is unpolluted to moderately polluted in all sites of Dibbis soil, The Contamination Factor of Cd investigated in soil of present study Moderate contamination for all station and Enrichment Factor results of the Cd investigated in this present study of soil is indicates Moderate enrichment.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".