Bibliographic record
Abstract
A Gentleman whose family name I shall conceal, bought a small Cottage in Pembrokeshire about two Years ago. This daring Action was suggested to him by his elder Brother who promised to furnish two rooms and a Closet for him, provided he would take a small house near the borders of an extensive Forest and about three Miles from the Sea. Wilhelminus gladly accepted the Offer and Continued for some time searching after such a retreat when he was one morning agreably releived from his Suspence by reading this advertisement in a Newspaper. To be Lett A Neat Cottage on the borders of an extensive forest and about three Miles from the Sea. It is ready furnished except two rooms and a Closet. The delighted Wilhelminus posted away immediately to his brother, and shewed him the advertisement. Robertus congratulated him and sent him in his Carriage to take possession of the Cottage. After travelling for three days and Six Nights without Stopping, they arrived at the Forest and following a track which led by it's side down a steep Hill over which ten Rivulets meandered, they reached the Cottage in half an hour. Wilhelminus alighted, and after knocking for some time without receiving any answer or hearing anyone stir within, he opened the door which was fastened only by a wooden latch and entered a small room, which he immediately perceived to be one of the two that were unfurnished— From thence he proceeded into a Closet equally bare. A pair of Stairs that went out of it led him into a room above, no less destitute, and these apartments he found composed the whole of the House. He was by no means displeased with this discovery, as he had the comfort of reflecting that he should not be obliged to lay out any thing on furniture himself—. He returned immediately to his Brother, who took him the next day to every Shop in Town, and bought what ever was requisite to furnish the two rooms and the Closet. In a few days everything was completed, and Wilhelminus returned to take possession of his Cottage.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.002 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.297 | 0.110 |
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".