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 "Charles L. Hutchinson" was built by the Defoe Shipbuilding Company of Bay City, Michigan in 1952. Her gross tonnage was 11073. After salvaging the engine from the "Alcoa Prospector," which was sunk by the Japanese in WWII, it was installed in the new vessel. This steel bulk freighter was sold in 1962 to the Ford Motor Company. Her name was changed to "Ernest R. Breech." She is shown here under the name "Ernest R. Breech," passing under the Blue Water Bridge at Sarnia, Ontario. She ran aground 3 miles north of Fort Gratiot Light, Lake Huron, in 1965. In 1988, she was sold to the Kinsman Lines of Cleveland, Ohio, and renamed "Kinsman Independent." In 2005, a diesel engine was installed and she was sold to the Voyageur Marine Transport of Ridgeville, Ontario. At that time she was named "Voyageur Independent." In 2007, she was purchased again, this time by Lower Lakes Towing, Ltd. of Port Dover, Ontario. The following year, she was renamed the "Ojibway."
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 | 0.004 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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