Bibliographic record
Abstract
Kaija Saariaho’s work Maan Varjot is a relatively new addition to a set of repertoire that includes the organ as a part of the orchestra. This commission from the Orchestre Symphonique de Montréal, Orchestre National de Lyon, Southbank Centre, and the Philharmonia Orchestra, was premiered in 2014 and features the organ as a timbral enhancement and contrast to the orchestra. The 52nd Stanza from the poem Adonais, written by Percy Shelley and dedicated to John Keats, provide an important insight into the analysis and interpretation of the work. Two lines in particular are important: “The One remains, the many change and pass/Heaven's light forever shines, Earth's shadows fly.” These lines imply two interacting elements, similar to how the organ and orchestra are orchestrated in conjunction and opposition to one another in Maan Varjot. This paper seeks to show how Saariaho manipulates the musical possibilities of the instruments, particularly those of the organ, in contrast and complement to the orchestra through the lens of the Shelley poem.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".