Crew Experience at the “Flashline Mars Arctic Research Station” during the 2003 Field Season
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
<div class="htmlview paragraph">The preparation of manned space exploration missions beyond Earth orbit requires precursor activities such as integrated space mission simulations at dedicated Earth-based analog facilities. In recent years, the Mars Society, with the support of private donors, has built several of these facilities. The lessons learned by the crews simulating planetary exploration activities on board those stations are generating a body of knowledge that can make a significant contribution to the design and operation of future planetary bases, as well as improve the next generation of such simulation facilities. Drawing from the author’s first-hand experience as a crewmember during the 2003 field season at the Flashline Mars Arctic Research Station, the Mars Society’s analog simulation facility on Devon Island in the Canadian High Arctic, this paper provides a compilation and first analysis of the crew’s experience.</div>
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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