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 Let H be a group. The co-maximal graph of subgroups of H, denoted by Γ(H), is a graph whose vertices are non-trivial and proper subgroups of H and two distinct vertices L and K are adjacent in Γ(H) if and only if H = LK . In this paper, we study the connectivity, diameter, clique number, and vertex chromatic number of Γ( H ). For instance, we show that if Γ( H ) has no isolated vertex, then Γ( H ) is connectedwith diameter at most h. Also, we characterize all ûnite groupswhose co-maximal graphs are connected. Among other results, we show that if H is a ûnitely generated solvable group and Γ( H ) is connected, and moreover, the degree of a maximal subgroup is finite, then ( H ) is finite. Furthermore, we show that the degree of each vertex in the co-maximal graph of a general linear group over an algebraically closed ûeld is zero or infinite.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.032 | 0.003 |
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