Resum?? of major aspects of European situation as seen from Vienna, prepared by G.S. Messersmith.
Bibliographic record
Abstract
Enclosed with No. 651. London most important capital in Europe and exercises most influence; British definitely behind League and policy of collective security, which involves no credits to Germany and no separate agreements with her; recognizes military threat of Germany and understands her territorial aspirations; committed to cooperation, with France; France, under [Pierre-Etienne] Flandin, has abandoned Laval policy of seeking direct understanding with Germany and will depend on the League, close cooperation with England, and a system of alliances within the Little Entente and the Balkan Union; she will continue to try to keep friendship of Italy as a prop in Southeastern Europe, but will be less disposed to make compromises; in Czechoslovakia there is now more liberal statesmanship and better comprehension of economic factors; emphatic statements by Austrian leaders that there will be no change in their government have allayed fears in Prague, Belgrade, and Bucharest of a Hapsburg restoration and cleared way for better political and economic relations between countries of the Little Entente and the Balkan Union; Turkey showing reasonable attitude under British influence; situation in Egypt continues to offer difficulties, but appears on way to adjustment; Russia apparently disposed to support League and collective security; ratification of Franco-Soviet Pact and of Soviet-Rumanian Pact strengthens Russia's position; Poland remains on the fence at present,but her agreement with Germany may not be able to withstand economic pressures and old resentments; Switzerland, feeling her neutrality threatened, taking measures to strengthen her defenses, as are Belgium and Holland; in Scandinavian countries there is increasing apprehension of Germany's program; Italy feeling the pressure of her isolation; her financial position poor and continues to grow worse; she would like some face saving compromise on the Abyssinian question; in Germany, internal situation worse, with financial factor approaching a crisis; may move toward remilitarization of Rhineland but thinks Germany will take no overt action either there or against Austria until after Olympics; all Europe now understands German aims; hopes for peace depend on steadiness of British policy, and Austria remains principal object of policy, for it is on the maintenance of her independence that peace largely depends.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.195 | 0.166 |
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".