"The British Merchant Shipping Mission in the United States and British Merchant Shipbuilding in the Second World War"
Bibliographic record
Abstract
Cet article traite du rôle de la British Merchant Shipping Mission (la BMSM - Mission de la Marine Marchande Britannique) aux États-Unis pendant la Seconde Guerre mondiale. L'industrie de la construction navale britannique avait traversé une période difficile au cours de la dépression de l'entre-deux-guerres et était à peine préparée à poursuivre adéquatement une guerre. L'Angleterre chercha ainsi à obtenir le soutien des États-Unis. Le progrès de la BMSM allait cependant révéler les faiblesses passées de l'industrie navale britannique et lui faire voir les défis à venir. Bien que l'on puisse affirmer que la BMSM a bel et bien joué un rôle significatif dans le programme de guerre de l'industrie, force est de constater que malgré le substantiel soutien gouvernemental, cette dernière n 'étaitpas en posture de faire face aux rigueurs du marché d'après-guerre.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".