Near‐Term Organic Mine Countermeasures Ship (NMCM): Ship Conversion Feasibility Study
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 The recent proliferation of regional conflicts and the shift in naval operational theaters from the open ocean to the littoral environment has accentuated the danger of asymmetric threats to U.S. forces. One of the more effective of these threats has been waterborne mines. The historical approach to a mine threat has involved special purpose systems that are very effective, but slow to respond to developing crises. The accelerated pace of modern and future operations calls for a mine countermeasures (MCM) system that can rapidly respond to changing operational conditions. This study evaluates the feasibility of converting FFG 7 class frigates into MCM platforms that can deploy with battle groups to provide instantly available MCM capability. This conversion would be an interim solution, until a new platform can be developed, so it is called the Near‐Term Mine Countermeasures Ship (NMCM). The study determined that such a conversion would be feasible, with an estimated cost of $67.3 million per ship.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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