Cartographie sémantique : esquisse sémiographique de la Québécoise
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
La sémiographie est une technique de description du sens et de sa construction; elle permet, entre autres, de tracer des « cartes » de « géographie mentale ». Au moyen de protocoles d'enquête conçus à cette fin, nous obtenons des données de type sémantique, illustrées dans la première partie de cet article. Nous regroupons ensuite en champs sémantiques ces données en provenance d'échantillons relativement vastes et nous en représentons les configurations dynamiques sous forme de réseaux probabilistes (deuxième partie). Les chemins reliant nos stéréotypes sont comparables aux trajets qu'emprunte chacun au cours de déplacements habituels dans un espace physique, d'où l'appellation « cartographie sémantique ». Il s'agit ici de l'espace sémantique de la Québécoise.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.001 | 0.013 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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 it