<scp>H</scp> ouse, <scp>E</scp> dward <scp>M</scp> andell (1858–1938)
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
Edward M. House (1858–1938) formed a strong friendship with Woodrow Wilson in 1911 when the latter was seeking the presidency. Once elected, Wilson found Colonel House to be someone whom he could trust when needing advice about political matters. House's travels in Europe made him a valuable confidant on international affairs and particularly after the First World War broke out in 1914. House represented Wilson in 1915 and 1916 in attempts to open talks to end the war. After the United States entered the war, House spoke for Wilson when negotiating arrangements for American forces and drafting the terms for the Armistice to end the fighting. Wilson appointed House one of the American Commissioners to Negotiate Peace, but their relations deteriorated at the Peace Conference when House proved more willing to compromise with the Europeans than Wilson.
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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.004 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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