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 With the deepening crisis of physicalism and the decline in its status as a sustainable research programme, philosophers of mind have begun to investigate the alternative idea—now commonly designated panpsychism—that consciousness is a fundamental feature of nature, and that the mental states, properties, and events exhibited by human beings are metaphysically grounded in the conscious actuality of reality’s most basic entities. Cosmopsychism is the thesis that the cosmos as a whole displays psychological properties, cosmopsychological properties as we might call them, and that the mental states of human beings, and indeed human beings themselves as individual subjects of experience, are metaphysically grounded in the cosmopsychological properties of the cosmos. Richly sophisticated varieties of cosmopsychism can be found in the ancient Sanskrit classics, the Upaniṣads, and more particularly in those Vedānta philosophers who provide interpretations of these texts. The papers in this issue are explorations of the connections and explanatory potential between contemporary work on cosmopsychism and arguments from the Sanskrit tradition.
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) | 0.005 | 0.002 |
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