Bibliographic record
Abstract
La dimension nordique a toujours occupé une place centrale dans mon imaginaire, les images les plus présentes dans ce réseau de symboles étant l’espace, la rudesse des éléments, en particulier du vent et du froid, de même que les dimensions du silence et de la solitude. La manifestation musicale de ces qualités hivernales est étudiée dans l’analyse détaillée du Solstice d’hiver, pour sextuor de flûtes, ainsi que dans un panorama de mes oeuvres à caractère nordique : choix des textes en lien avec l’hiver à la source de l’inspiration ; choix de timbres instrumentaux fréquemment associés au froid ; utilisation de modes de jeu contemporains pouvant évoquer le vent glacial, l’espace boréal ; rudesse de certaines sonorités ; instillation du silence dans la composition ; évocation de l’espace dans les distances entre les différents plans sonores ; création d’ambiances empreintes du mystère lié à la solitude humaine face à l’immensité du paysage.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.008 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".