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 Descartes’s Method: The Formation of the Subject of Science provides a systematic interpretation of Descartes’s method in Rules for the Direction of the Mind and related texts. The book reconstructs Descartes’s method in its entirety and concretely demonstrates both the efficacy of the method in the sciences as well as the unity of the method from Rules for the Direction of the Mind (1620s) to Principles of Philosophy (1644). The principal thesis of the book is that Descartes’s method is a problem-solving cognitive disposition (or habitus) that can be actualized in a variety of well-defined ways, depending always on the nature of problem. The book divides into five parts and eleven chapters. Parts I–II (Chapters 1–4) develop an interpretation of the historical and conceptual foundations of Descartes’s method (its operations and acquisition), while the remainder of the book (Parts III–V, which include Chapters 5–11) demonstrates the fruits of the method in solutions to problems in the sciences (above all, mathematics and optics).
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) | 0.009 | 0.009 |
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