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 This chapter further explores the difficulties encountered in implementing the provisions of the ABC-1 Report.U.S. leaders expressed doubts over British strategy for North Africa, the Mediterranean, and the Far East as well as the efficacy of British bombing strategy. These issues are intertwined with rising demands placed on the U.S. industrial base by the massive mobilization of the U.S. Armed Forces. The entry of the Soviet Union into the war further complicated the already complex issue of priorities and allocation of war supplies and increased tensions within the coalition. The narrative offers a detailed description and analysis of the mixed results of the Atlantic Conference, the first direct face-to-face talks between Roosevelt and Churchill and their respective key military leaders at Placentia Bay, Newfoundland, in August 1941. The chapter closes with further analysis of supply-allocation issues and the tensions they engendered within the soon-to-be Grand Alliance.
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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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