Bibliographic record
Abstract
Arnold's Cove is a small community located on the isthmus of the Avalon Peninsula in Newfoundland.It had its beginning in the early 1800's as a fishing community.The turn of the century brought the Newfoundland railway located only 3 miles from Arnold's Cove bringing economic growth through employment and trade.The resettlement of isolated communities brought 122 families to Arnold's Cove and further economic growth.The moratorium in 1992 slowed the growth of most 'outport' communities around Newfoundland.However, with close proximity to the Bull Arm construction site, the North Atlantic Refining Ltd.Oil refinery and the Newfoundland Transshipment terminal, Arnold's Cove has revived its future for many years to come.Since the moratorium on the cod fishery, the types of watercraft that use the wharf in Arnold's Cove have changed.There are more pleasure craft and larger fishing vessels than before.With the changing climate there are now larger storms such as Hurricane Igor and greater need to protect the wharf from harsh wave action and storm undertow conditions.To protect the wharf from these elements the Department of Fisheries and Oceans Small Craft Harbours Branch (DFO SCH) requested to construct a Rubble Mound Breakwater.This Breakwater is to protect the existing wharf infrastructure and provide safe access to the wharf and meet operations requirements of facility users.This is to comply with DFO SCH's
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| 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".