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
Three classics of sociology are discussed for how they treat music as a social symptom of modernity's rationalization process, as a conceptual model of modern sociality, and as a generic resource for sociological writing. Where parts of Max Weber's The Rational and Social Foundations of Music focus on the distinctive `ethos' of creative composition within the rise of modern music, passages in Georg Simmel's Schopenhauer and Nietzsche address the specific `logos' of modern performance as an autonomous expression of metaphysical will, and the final chapters of W.E.B. Du Bois's The Souls of Black Folk are concerned with the `pathos' of listening as a potential way of transcending social divisions. The social contexts, cultural contents, and personal motivations of these proto-sociologies of music are shown to articulate a contrapuntal or `lyrical' sociology which is attentive to the production, distribution, and consumption of cultural forms along with the harmonic, melodic, and rhythmic aspects of social life itself.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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