Dunsink LandfillA Study Of The Health Effects Of Living In Close Proximity To A Landfill And The Public Perception Of Landfills
Bibliographic record
Abstract
This thesis deals with the adverse health effects caused by living in close proximity to a landfill and the public perception o f landfills. The main case study is that of Dunsink Landfill in Finglas, County Dublin. Other landfills focused on are Nantygwyddon Landfill in Rhondda, Wales and Miron Quarry in Montreal, Quebec, Canada. This thesis examines all forms of continuous illness found in three areas near Dunsink Landfill, not just more serious illnesses such as cancers. These illnesses range from runny noses, coughs and colds to the more serious illnesses of cancers. Public perception is dealt with by examining two opposing viewpoints of landfills and why these viewpoints have been taken. The opinions of the residents, the North-West Area Manager for Dublin City Council and Dr. Eugene Boyle of the Health Service Executive (HSE) are also taken into account. A door-to-door survey o f three areas in Finglas was used in order to obtain the information needed for the study. This survey included questions relating to health, opinions and own knowledge.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".