Miniatures and tensions: phenomenological reverberations in and around Kaija Saariaho's Lichtbogen (1985-86)
Bibliographic record
Abstract
The article studies miniatures in Kaija Saariaho's Lichtbogen for nine musicians and live electronics (1985-86). The research material consists of records, the score and composer's interviews and articles. Methodologically, the article is based on Gaston Bachelard 's phenomenology (The Poetics of Space) and Denis Smalley's "Spectromorphology." Miniatures are subtle spatio-temporal constellations, which require a non-global listening strategy, or an "aural magnification glass" in order to be perceived. In Saariaho's case, these miniatures are often imbued with musical tension, which reverberates across the material borders of music and texts. By working on the borderline between music and language, they challenge the notion that a hard separation exists between the purely musical and the extra-musical.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.014 | 0.018 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".