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
Relates incident which occurred while Consultat Fort Erie in Canada; smuggling of Chinese across border into U.S. had become serious problem; customs guards on U.S. side of border very vigilant; by mistake they shot at boat thought to be smuggling Chinese and killed Canadian policeman on Canadian side of river; incident unfortunate and created much friction as Canadian press played it up; became involved with the matter; it was settled rapidly and satisfactorily, and newspaper comments ceased; when next in Washington, was invited in to see Secretary of State [Robert] Lansing and was congratulated on prompt and intelligent manner of handling border incident; characteristic of Lansing, who was courteous gentleman, but also characteristic of Department of State for many years; there was esprit de corps between Department and officers in the field and morale was high; realizes work of Department has grown tremendously, but ever since advent of [Edward R.] Stettinius, has noticed fall in Foreign Service morale.
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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