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
ABSTRACT This article offers a new reading of the garden in Schoenberg’s Erwartung, a domestic retreat wistfully remembered by the Woman as she wanders in a nocturnal forest. Theorizing interiority as a defining facet of the monodrama’s garden, the article traces this quality across literal and metaphorical dimensions. Through considerations of early twentieth-century Viennese urban planning and garden design, women’s horticultural professionalization, and discourses around the relevance of green space for psychological wellness, the guiding interpretative notion of a garden interior is grounded in context. Gardens in two other of Schoenberg’s works roughly contemporary with Erwartung—Das Buch der hängenden Gärten and Herzgewächse—are similarly shown to engage with interior space in sounding and textual-thematic domains. Moving past Freudian symbolic interpretations, Erwartung’s garden is instead understood as a sounding space and a social and material entity embedded in the practices and anxieties of modern Viennese life.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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