A Birding Site Guide to Prince Edward County
Bibliographic record
Abstract
Location and Accessthe Norris Whitney Bridge into the Prince Edward County lies'just off county, or take the Marysville the north shore of eastern lake exit and follow Highway 49 near Ontario between Brighton, the east end of the county. Northumberland County andAccess is also possible from Napanee, Lennox and Addington Highway 33 at Adolphustown via County.Prior to the construction the Glenora Ferry if travelling of the Murray Canal in 1889, from Kingston.which severed the northwest comer of the county to connect the Habitat and Ornithological Bay of Quinte to Presqu'ile Bay, Significance Prince Edward County was a Much of Prince Edward County is peninsula.It has a total area of composed of shallow soils which 100,000 hectares or 1,000 square result in an extensive hectareage of kilometres.The population of untilled pasture fields, ranging Prince Edward County is about from barren flats to those either 22,000.The largest centre is the sparsely or densely populated with Town of Picton, with a population red cedar.These conditions of 4,800.In the Town of Wellington provide excellent habitat for and Village of Bloomfield, there nesting populations of Upland are 1,000 and 750 inhabitants, Sandpipers, Grasshopper Sparrows, respectively.Savannah Sparrows, and Field There are fOUf main access Sparrows, as well as Clay-colored points to the county, three of .Sparrows in specific areas.which are from Highway 401.To Elsewhere there is a mixed the west, follow Highway 33 via the variety of habitat.from cultivated Wooler Road exit to Carrying fields, hardwood forests and Place.At Belleville, take Highway extensive marshlands to scrub 62 (formerly Highway 14) across cover consisting of field invasions
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 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 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.692 | 0.598 |
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".