Bibliographic record
Abstract
“Deceived in Freindship and Betrayed in Love.” LETTER THE FIRST From Isabel to Laura How often, in answer to my repeated intreaties that you would give my Daughter a regular detail of the Misfortunes and Adventures of your Life, have you said “No, my freind never will I comply with your request till I may be no longer in Danger of again experiencing such dreadful ones.” Surely that time is now at hand. You are this Day 55. If a woman may ever be said to be in safety from the determined Perseverance of disagreeable Lovers and the cruel Persecutions of obstinate Fathers, surely it must be at such a time of Life. Isabel. LETTER 2D Laura to Isabel Altho’ I cannot agree with you in supposing that I shall never again be exposed to Misfortunes as unmerited as those I have already experienced, yet to avoid the imputation of Obstinacy or ill-nature, I will gratify the curiosity of your daughter; and may the fortitude with which I have suffered the many Afflictions of my past Life, prove to her a useful Lesson for the support of those which may befall her in her own. Laura letter 3rd Laura to Marianne As the Daughter of my most intimate freind I think you entitled to that knowledge of my unhappy Story, which your Mother has so often solicited me to give you. My Father was a native of Ireland and an inhabitant of Wales; my Mother was the natural Daughter of a Scotch Peer by an italian Opera-girl—I was born in Spain and received my Education at a Convent in France. When I had reached my eighteenth Year I was recalled by my Parents to my paternal roof in Wales. Our mansion was situated in one of the most romantic parts of the Vale of Uske. Tho’ my Charms are now considerably softened and somewhat impaired by the Misfortunes I have undergone, I was once beautiful. But lovely as I was the Graces of my Person were the least of my Perfections. Of every accomplishment accustomary to my sex, I was Mistress.—When in the Convent, my progress had always exceeded my instructions; my Acquirements had been wonderfull for my Age, and I had shortly surpassed my Masters.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.017 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.000 | 0.005 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".