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
My Mom, Laurel Allard, was the firstborn of two daughters to Ida and Silas Pugh.Born in 1936, the middle of the dirty thirties in Port Hardy, Vancouver Island.Port Hardy is well named.It's a remote town on the northern tip of a large, forested rock out on the edge of the continent.Growing up a tomboy with no running water and no electricity shaped young Laurel.In contrast to her more delicate sister Joan, she sought adventure beyond the hardships of this pioneer life.The Pugh's were in the general store business, the plan sketched out by my mother's grandfather when he first heard about Port Hardy.He was already in the business running his brother-in-law's store near Beacon Hill Park in Victoria, British Columbia.Alfred Ernest Smith came from York, England, in 1910, chasing opportunity.The railway, the newspapers said, would eventually run all the way from the capital city of Victoria to Port Hardy, opening up this new region for farming, fishing, milling and mining.So, after being swindled in Victoria, and claiming bankruptcy, he went ahead of his family to lease some property to run a second store in Port Hardy, the frontier town.Within a week of returning home, the Canadian Pacific Railway reneged on its plans, mostly due to the outbreak of World War I. Alfred's dreams were painfully adjusted.Then a new baby was born to his wife, Annie Mary (nee) Thornton, who had been suffering from Bright's disease.She died two weeks later leaving Baby Nora, Louis, aged 4, Ida, (my grandmother) aged 8, and Frank, aged 14.This motherless family continued on to Port Hardy, they had no choice, filled with pride and principle.
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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