Bibliographic record
Abstract
Ces deux entrevues nous présentent deux résidants du vingtième siècle à l’Île d’Orléans. Tous deux Gaulin, sans lien de parenté sinon par leur rattachement à l’ancêtre François (vers 1651). D’abord, Daniel Gaulin (1905-1989), l’habitant qui tint feu et lieu à Saint-Jean et qui nous parle du marché en ville avant le pont, des rites mortuaires de l’époque, de l’arrivée de l’électrification sur l’Île et de la mutation subtile opérée sur la vie paysanne. Quant au docteur Robert Gaulin (1905-1987), qui vint « exercer » en la paroisse de l’Ancêtre, Sainte-Famille, il illustre l’efficacité de la première ligne de la médecine d’alors, accordant priorité aux nombreux accouchements, comptant sur le temps comme facteur de guérison, où l’hôpital était le lieu de maladies ciblées et souvent mortelles.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.008 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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".