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
The specific doctrine of the “unity of existence” (wahdat al-wujúd) in Islam originated with the teachings of the Sufi master Ibn ‘Arabí, and it soon became widely accepted by other Sufis. Among the philosophers it had a notable influence on the ideas of Mullá Sadrá whose al-Asfár al-Arba‘a (The Four Journeys), remains at the center of traditional philosophical studies in Iran. Thedoctrine holds that existence (wujúd) belongs only to God, while the essences of all other things are uncreated manifestations or self-determinations of God’s hidden being. ‘Abdu’l-Bahá states that although the evidence for this viewpoint is complete and perfect from a certain perspective, relative to the station of the mystic, a higher stage exists wherein the mystic beholds only God while recognizing the essences of things as created and distinct from His Essence.
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 | 0.001 |
| 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 | 0.001 | 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