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
For a model with dispersion relation e(k)e(k) and interaction V = 0, the Green's functions are the moments of the Grassmann Gaussian measure, d C(e) , whose covariance is the Fourier transform ofThe interaction between the Fermions is determined by the effective potentialWe assume that V is translation invariant and spin independent.For some results, we also assume that V obeyswhere R 0 (x 0 , x, ) = (-x 0 , x, ) and -(x 0 , x, ) = (-x 0 , -x, ).We call (I.1) "k 0 -reversal reality" and (I.2)"bar/unbar exchange invariance".Precise definitions and a discussion of the properties of these symmetries are given in Appendix B of [FKTo2].In the case of a two-body interaction v(x 0 , x), the interaction kernel iswhere ((x 0 ,x,),(x 0 ,x , )) = (x 0 -x 0 )(x-x ) , .If the Fourier transform, v(k 0 , k), of the two-body interaction v(x 0 , x) obeys v(-k 0 , k) = v(k 0 , k) , then the interaction kernel V has all four symmetries mentioned above.In addition, V always conserves particle number.We briefly discuss the norms imposed on interaction kernels.For a function f (x 1 , , x n ) on (IR IR d {, }) n we define its L 1 -L -norm as |||f ||| 1, = max 1j 0 n sup x j 0 IRIR d {,}
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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