A Brief Retrospective on the Royal Commission on Health Services
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
In many parts of Canada, but categorically not in Saskatchewan, Justice Emmett Hall is thought to be the father of Medicare. This is because the enlightened solution to the provision of medical services that we enjoy came as the result of the recommendation of the Royal Commission on Health Services of which Hall was the Chairman. There is another reason to introduce Hall in this setting: he and Tommy Douglas were good friends. To illustrate this, Fr. Anthony Hall, his young brother, told a cute story at the inaugural Justice Emmett Hall Memorial Lecture, in 1997. It seems that Tommy was in the Civic Hospital, and Emmett was in town on business, and asked to be driven to the hospital to see Tommy. Father Hall said, “I waited outside in the car, and, when Emmett came out he was chuckling, so I asked him why are you so happy? And he told me that Tommy was asleep when he went into the room, but, the patient in the other bed said go ahead, wake him up, he won’t mind. So, Emmett woke him up and then Tommy Douglas exploded in astonishment and said, ‘so, you’re here too, Emmett .I’m in heaven that’s what I’m dreaming about, but how did you get here?’”
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 | 0.007 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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