Bibliographic record
Abstract
The rise of Hitler in Germany eventually led the National Government to announce in March 1935 a policy of rearmament which went slowly into effect in 1936. In June 1935 Stanley Baldwin replaced MacDonald as Prime Minister; in November he called a general election which returned his government and gave it a mandate for rearmament. Meanwhile Mussolini had decided to attack Abyssinia: economic sanctions imposed by the League of Nations failed to stop him and were withdrawn in June 1936. Three months earlier Hitler had sent German troops into the Rhineland; neither France nor Britain was prepared to act, the latter only offering France and Belgium a guarantee against future aggression. And in the summer of 1936 there came the Spanish civil war when the Spanish generals led by Francisco Franco rebelled against the elected republican government. Lionel accepted public opinion would not permit British action over the Rhineland. Although, as he told his sister on 9 April, he was ‘not averse to fighting them…there would be a moral disadvantage in fighting on an issue about which 50% of the population at home took the German view. But I would arm & refuse to negotiate.’ As he told his father two days earlier, there was no point in negotiating with a ‘blackguard’ whereas rearmament might mean that ‘if we call his bluff now we can avoid bloodshed which otherwise is inevitable if not in my time at any rate in Richard’s’. With respect to Spain he thought his father would feel as he did in August that ‘the government here [in Britain] has done well to keep us out of it. “A plague on both their houses” say I.…I can see no outcome which can be regarded as good.’ He was beginning to despair of the League of Nations: ‘I am as much a believer in the necessity of a super-national authority as ever. But I don't want to be dragged into these totally unsympathetic quarrels of the right & left in faction ridden Europe & I don't want a League which is a disguise for a Triple Entente & now that the attempt to save Abyssinia has broken down completely, I feel more & more that a greater detachment from Europe is the best we can hope for at the moment. Of course the situation might change any moment so as to offer more hope. But I am not optimistic.’
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.018 |
| Scholarly communication | 0.010 | 0.007 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.022 | 0.005 |
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".