Bibliographic record
Abstract
'A Double Rescue' is a short story that reads in stark contrast to the adventure writing, which Ballantyne is most notorious for. It is an evangelistic tale of a blithe young boy named Jack Matterby who is born into an English farming family of modest means but engaged in unwavering Christian faith. Jack loves his family and community for the richness of their faith in spite of their material poverty. But suddenly his father dies of shock when he receives a letter that he is financially ruined in the aftermath of his bank's collapse. Shortly thereafter, his grief-stricken mother dies in hospital. She had fallen into inextricable levels of debt when moving to London with Jack after the liquidation of the family farm. With nowhere left to go but the unforgiving London streets, Jack has never felt more lost and alone in his life. But little does he know that he is soon to be taken under the wing of a guardian angel who will take him to the shores of young Canada. A truly heartwarming short story showcasing human clemency shining through even the harshest circumstances.
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How this classification was reachedexpand
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.672 | 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; both teacher heads agree on what is shown here.
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".