Bibliographic record
Abstract
Messieurs,Les graves questions qui absorbent pre'sentement l'attention publique ajant, de l'avis du cabinet, atteint cette phase qui fait de'sirer de la part du peuple une expression de sentiment a leur egard, le gouverneur-ge'ne'ral a e"te avise* de dissoudre les chambres actuelles et de lancer Jes brefs convoquant un nou- veau parlement.Cet avis a 6tt agr^e par Son Excellence et vous serez en consequence appele"s, dans peu de temps, a vous choisir des repre'sentants au grand conseil de la nation.Je serai de nouveau candidat dans mon ancienne circonscrip- tion electorate de la ville de Kingston.En sollicitant de vous un renouvellement de la confiance dont je jouis, comme minis- tre de la eouronne, depuis trente ans, il est convenable, je crois que je protite de l'occasion pour ddfinir l'attitude du gouverne- ment dont je suis le premier ministre, a l'egard des principaux problemes pohtiques du jour.Comme naguere en 1878 en 882, et encore, en 1887, les questions concernant le commerce du Canada oecupent en 1891 une place considerable dans l'es-
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.016 | 0.001 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.125 | 0.018 |
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".