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
The Senneville was built in 1967. She was managed from 1973 to 1990 by Scott Misener Steamships (later Misener Transportation) and from 1990 to 1994 by Great Lakes Bulk Carriers (GLBC). With the demise of Great Lakes Bulk Carriers (GLBC) in 1994, the ship was purchased by Algoma Central Marine and the name was changed to Algoville. This paper gives a brief outline of the history of the ship, including ownership and events leading up to the need for major structural modifications and also discusses some of the design aspects leading to the decision to widen the hull from 75 ft-3 in. to 78 ft-0 in. (22.8 to 23.7 m) beam. A brief description of the widening project by Port Weller Dry Docks is presented, followed by some thoughts on the results of the widening and the successful operation of the vessel since returning to service.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 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