Abandonment for trumpet and orchestra
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
Abandonment is a 15 minute musical composition for solo trumpet and orchestra programmatically depictive of a protagonist's metaphysical journey through the continent of Abandonmentâan archipelago located on Canadian illustrator James Turner's Map of Humanity. The music brings forth the ideas and symbolic associations of abandonment, expressed as a spiritual, transformational heroic journey. The Heroâthe solo trumpet anthropomorphizedâexperiences the archetypal monomythic quest of separation, struggle, and return from and towards the Lost Objectâa process analogous to the psychological model of the five stages of grief: denial, anger, bargaining, depression, and acceptance. These stages give their names to the five movements of Abandonment. Drawing further inspiration from mythological, anthropological, and psychological sources, Abandonment's musical discourseâthe transformations and permutations of an initial twelve-tone row sourceâdepicts a neo-mythical, deeply symbolic musical narrative of loss and reclamation.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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