Care of our destitute and criminal population, a series of letters published in the "Montreal Gazette".
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
colored painting of a case that sound and beneficial re- forms can be expected to proceed ; and it is not a little remarkable that the sympathy created in favor of Mrs. Turner would seem to have expended itself already.True Mrs. Turner is proved to be, not the virtuous de- siring person she had represented herself ; but can that fact weaken the claims of little Eliza, Samuel, Sarah, and Ann Turner, aged 10, 8, 5, and 3 years?Does not that very fact become the strongest plea in favor of those unoffending little creatures?If indeed the mother was sober and virtuous, wrestling against poverty, her chil- dren might often feel the pinching cold and the keen cravings of hunger; but virtue would be instilled into them, and every year would see their troubles dimin- ishing, till ere long they would all, if spared, be sure to eat the weet and wholesome bread of their own in- dustry.Leave those children under the tuition and care of this bad mother, and sad experience tells me
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.
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 | 0.002 |
| Open science | 0.000 | 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 it