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 The Preisfrage proposed by the Berlin Academy in 1788 on the progress of metaphysics in Germany reflected, to some extent, the endeavor of certain academics who sought to reform Leibnizian monadology. This intention was also present in Kant’s Über eine Entdeckung, nach der alle neue Kritik der reinen Vernunft, durch eine ältere entbehrlich gemacht werden soll and in the drafts in which he would address the Academy’s question. This article aims to analyze Nicolas de Béguelin’s critical interpretation of the concept of monads, understood as representing the elements of natural reality beyond phenomena. In two of his memoirs published in the Academy’s yearbooks, Béguelin resolved this issue through an analogical use of the connotations of organic teleology, in order to formulate a hypothesis that would prove consonant with the requirements of experience-bound knowledge. Certain limited convergences between Béguelin’s views and Kant’s are then described and assessed.
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 | 0.000 |
| 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