Research Organisations in British Shipbuilding and Large Marine Engine Building Manufacture: 1960-1977 (Part III)
Bibliographic record
Abstract
Cet article fait suite aux parties I et II, publiées dans les deux numéros précédents de cette revue. Il traite de la période 1960 à 1977, lorsque la grande majorité des entreprises britanniques de construction navale et de fabrication de gros moteurs marins ont été nationalisées par la British Shipbuilders Corporation en juillet 1977. L’auteur examine la publication de trois rapports historiques parrainés par le gouvernement sur la construction navale et la fabrication de moteurs marins en Grande-Bretagne, soit DSIR en 1960, SIC en 1965-1966 et Booz, Allen et Hamilton en 1973. Il examine également un rapport de 1962 sur la productivité de l’industrie de la construction navale et il termine en évaluant les répercussions de la BSRA, de Pametrada, de Doxford, du YARD et de la Division des navires du NPL sur la construction navale et la fabrication de moteurs marins en Grande-Bretagne jusqu’en 1977.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.007 | 0.017 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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".