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
Contemporary philosophical stances toward `artistic truth' derive from Kant's aesthetics. Whereas philosophers who share Kant's emphasis on aesthetic validity discount art's capacity for truth, philosophers who share Hegel's critique of Kant render artistic truth inaccessible. This essay proposes a critical hermeneutic account of aesthetic validity that supports a non-esoteric notion of artistic truth. Using Gadamer and Adorno to read Kant through Hegelian eyes, I reconstruct the aesthetic dimension from three polarities in modern Western societies. Then I describe aesthetic validity as an horizon of imaginative cogency governing the exploration, presentation and creative interpretation of aesthetic signs. The essay argues that aesthetic processes, so construed, are crucial to cultural pathfinding, and that aesthetic validity-claims in art talk contribute significantly to this pursuit. Aesthetic validity, cultural orientation and art talk constitute the hermeneutical matrix from which questions of artistic truth emerge.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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