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
Hirata Minoru became the last Japanese consul in Odesa. He performed his duties from 1934 to 1937. Hirata was an experienced diplomat, who graduated from the Tokyo School of Foreign languages and worked at different consulates and embassies. He arrived in Odesa in the spring of 1934. Like other foreign consuls, Minoru was under constant surveillance by Soviet counterintelligence, and among the consulate’s employees were secret agents. Hirata’s main focus for working was researching the region and writing reports. He mostly wrote short reports and sent them to the Japanese embassy in Moscow. Then these messages were provided to Tokyo. The themes of Minoru’s consular reports were quite typical. He reported on the activities of the consuls of other countries, the situation of national minorities in the USSR, the development of trade, industry and agriculture, navigation, railway transport, the development of the social, humanitarian, educational and cultural spheres, the problems in the life of the local population etc. The Japanese had to write very carefully in the reports about various political problems because as a rule they were intercepted by Soviet counterintelligence. However, he informed Tokyo about the consequences of the Holodomor, anti-religious policies and various repressions by the government. In 1937, the USSR decided to reduce the number of foreign consulates on its territory. The Japanese consulate in Odesa was included in the list of institutions slated for liquidation. The Soviet side was convinced that this institution existed exclusively for espionage and sabotage works. In the spring and summer of 1937, the USSR and Japan had been struggling for consulates. The Tokyo government wanted to preserve the institution. But from mid-September 1937, the Soviet side stopped recognizing the Japanese right to a consular institution in Odesa. On September 17, the consul and secretaries were forced to leave the city. Employees who had been Soviet citizens were repressed until the end of the year.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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