Lunar Underground Mining and Construction : A Terrestrial Vision enabling Space Exploration and Commerce
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
As early as 1959 the US army considered a permanent underground base on the moon. While the original underground idea has significant merit, space agencies have strayed from this sensible concept, focusing instead on short-term touch and go missions and relying on the expendable paradigm. Newly disclosed advances in underground telerobotic mining technology for terrestrial purposes provides a foundation for an emerging opportunity for international space programs to conceptualize, design, build and implement an underground lunar habitat and polar volatile mining and processing operation. This paper discusses an emerging uniquely Canadian concept for a permanent manned outpost on the moon, an outpost that could enable a longer-term commercial enterprise. The paper offers rationale for an underground lunar outpost, and discusses how it might be constructed as well as the terrestrial technologies that could enable a radiationprotected underground habitat to made and later utilized to mine lunar volatiles.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| 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