Former Chairman of the Barbados Commission on Sustainable Development, Member of the Executive Board of the Clean Development Mechanism under the United Nations Framework Convention for Climate Change.
Bibliographic record
Abstract
Dr. Sealy is a consultant engineer with over 20 years of experience as a project manager, a professional engineer and an environmental scientist. He has managed development projects, particularly in relation to energy, integrated solid waste management, water supply, wastewater treatment and conducted numerous EIAs and environmental studies throughout the Caribbean region. Dr. Sealy is the former Chairman of the National Commission for Sustainable Development for the Government of Barbados. He also chaired the national energy policy committee and was responsible for coordinating the development of the Barbados National Energy Policy in 2006/2007. Hugh is also a Past-President of the Caribbean Water and Wastewater Association (CWWA). The CWWA is a regional NGO which incorporates Caribbean professionals in the fields of water, wastewater and solid waste. He is committed to the sustainable development of the region. Dr. Sealy was the Director of Engineering at New Water Inc., a company established in Barbados to service the Caribbean region and promote the use of ZENON membrane filtration technology for water and wastewater treatment applications. Hugh was the Caribbean Region Manager for a large Canadian consultancy firm (Stantec) and had oversight of several development projects throughout the region, including water supply studies in Grenada, hospital design in Tobago, solid waste management
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.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.038 | 0.008 |
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".