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
It is shown there exist two families of earth-eclipse evasion (E3) orbits in which spacecraft do not experience eclipses of the Sun by the Earth. One family is Sun-synchronous, and has two members: circular, with allowable altitudes in the range 1432 ≤ h ≤ 3291 km, and elliptic, with allowable apogees as high as 12 091 km and whose orbit planes rotate, in-plane, at a frequency of either +1, 0, 1, or 2 revolutions per year. The other family is not Sun-synchronous, but requires that the number of spacecraft orbits per year, N, be an even integer ≤ 64. The typical orbital radius for members of this family is >35% that of the Moon, sufficiently large that lunar and, to a lesser degree, solar perturbations are significant and limit the duration of E3 behaviour. Nevertheless E3 durations of up to 10.25 years are possible in this family (e.g., at N = 50) by the judicious selection of initial orbital parameters. Some potential advantages of E3 orbits are suggested regarding both spacecraft simplifications and mission applications.
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) | 0.000 | 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