Shoreline Contamination Report 2015 SS Arrow Spill Chedabucto Bay, NS, Canada
Bibliographic record
Abstract
The 1970 SS Arrow incident in Chedabucto Bay, Nova Scotia (NS) was a milestone event in Canada's oil spill response history and has been used by Environment and Climate Change Canada (ECCC) for ongoing research for almost 50 years. In August of 2015, the remaining sunken section of the SS ARROW released Bunker C oil from its tanks and some sections of shorelines impacted in 1970 were affected once again. The Canadian Coast Guard led the 2015 response effort, which included Shoreline Clean-Up and Assessment Technique (SCAT) surveys, to evaluate the contamination on the shorelines of Chedabucto Bay. This poster presents an overview of the 1970 event as well as the shoreline contamination resulting from the 2015 release from the SS Arrow. It summarizes the SCAT survey results and the operational response of the ECCC's National Environmental Emergencies Centre (NEEC) in support of the incident.
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 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 | 0.000 | 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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".