Bibliographic record
Abstract
“The Family Square,” an invented family name, refers the period when all four Kiplings were joyfully reunited in India. From the age fifteen to twenty-one, Trix was extremely happy as one side of the square, spending the winter months in Lahore and the hot months in the cool hill stations of Dalhousie and Simla. All four Kiplings wrote articles, stories, poems, and reviews. Trix and Rudyard created poetic parodies from Wordsworth to Whitman, which were published in 1884 in a little book called Echoes. One year later, with encouragement from Rudyard, Trix published “The Haunted Cabin,” a seemingly innocuous ghost story, featuring a little girl and her careless mother. A series of “Plain Tales from the Hills,” was published in 1886-7 in the Civil and Military Gazette. Most of the sharply observed stories were written by Rudyard, but many were written by eighteen-year-old Trix. Published anonymously, all were assumed to be by the same hand. Graceful and clever, Trix rejected numerous suitors, until maternal pressure eventually wore her down, and she accepted a starchy Scotsman, ten years her senior. John Murchison Fleming, always called Jack, came from a solid soldiering family and had little in common with artistic Trix. She married him on her twenty-first birthday, trusting in his assurances that she would learn to love him.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.017 | 0.004 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.110 | 0.035 |
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".