Bibliographic record
Abstract
The house in Madeira Crescent was a low, stucco-fronted edifice, in a shabby, shallow semicircle, and Hyacinth could see, as they approached it, that the window-place in the parlour (which was on a level with the street-door), was ornamented by a glass case containing stuffed birds and surmounted by an alabaster Cupid. He was sufficiently versed in his London to know that the descent in the scale of the gentility was almost immeasurable for a person who should have moved into that quarter from the neighbourhood of Park Lane. The street was not squalid, and it was strictly residential; but it was mean and meagre and fourth-rate, and had in the highest degree that paltry, parochial air, that absence of style and elevation, which is the stamp of whole districts of London and which Hyacinth had already more than once mentally compared with the high-piled, important look of the Parisian perspective. It possessed in combination every quality which should have made it detestable to the Princess; it was almost as bad as Lomax Place. As they stopped before the narrow, ill-painted door, on which the number of the house was marked with a piece of common porcelain, cut in a fanciful shape, it appeared to Hyacinth that he had felt, in their long walk, the touch of the passion which led his companion to divest herself of her superfluities, but that it would take the romantic out of one's heroism to settle one's self in such a mesquin , Philistine row. However, if the Princess had wished to mortify the flesh she had chosen an effective means of doing so, and of mortifying the spirit as well. The long light of the gray summer evening was still in the air, and Madeira Crescent wore a soiled, dusty expression. A hand-organ droned in front of a neighbouring house, and the cart of the local washerwoman, to which a donkey was harnessed, was drawn up opposite. The local children, as well, were dancing on the pavement, to the music of the organ, and the scene was surveyed, from one of the windows, by a gentleman in a dirty dressing-gown, smoking a pipe, who made Hyacinth think of Mr. Micawber.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.616 | 0.473 |
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".