Bibliographic record
Abstract
The Seven Colours of the Prism est un quintette pour piano et cordes inspiré par les phénomènes physiques de la lumière et de la couleur, notamment la réfraction et l'effet Tyndall observés à travers les vitraux des églises. L'image de la lumière du soleil diffusant des teintes prismatiques sur les surfaces constitue l'inspiration principale de cette composition. Le piano et les cordes servent de réceptacles à la réfraction sonore, traduisant cette expérience visuelle en langage musical. Chacune des sept couleurs se manifeste par des matériaux harmoniques, rythmiques et timbraux distinctifs, façonnés par mes réactions émotionnelles immédiates et mon imaginaire associatif. En synthétisant perception personnelle et connotations culturelles, la pièce construit un prisme auditif qui non seulement recrée les transformations chromatiques de la lumière, mais surtout, permet à l'auditeur d'« entendre » la résonance vibrante des couleurs
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.006 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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".