« Le souvenir n’est qu’une maison que l’on porte dans la voix » (Alexandre Amprimoz, Bouquet de signes)
Bibliographic record
Abstract
Depuis déjà plusieurs années, nous remarquons au Canada la présence d’une littérature unique en son genre, celle des auteurs italo-canadiens. En français, en anglais ou en italien, cette littérature s’est déjà frayé un chemin sûr vers une reconnaissance incontestée au niveau national aussi bien qu’international. Des auteurs tels que Fulvio Caccia, Antonio d’Alfonso, Marco Micone, Carole David-Fioramore, Bianca Zagolin et Alexandre Amprimoz, sont à considérer parmi les lauréats italo-canadiens, porte-parole d’une génération d’érudits cosmopolites et polyglottes. L’œuvre d’Alexandre Amprimoz est, à cet égard, un exemplum des plus marquants d’une littérature multiple et plurielle.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".