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
The diaries of Nikolai P. Kamanin, a well-placed official in the early Soviet space program in charge of cosmonaut selection and chaperoning, have been an important source for historians since their publication in the 1990s. This article reevaluates the diary entries from 1961 to 1965, using the framework of gossip. The diaries’ salacious tales of infidelity, drinking, and other violations of communist morality provide cultural historians with as much insightful material as the parallel technological entries have done for historians of science and space engineering. The cosmonaut gossip that Kamanin records comprised a mix of knowledge production and moralizing that built and reinforced his self-fashioning among the Soviet elite. Furthermore, reading the diaries (a private text) through the lens of gossip (a public act) helps us see how socialist masculinity was forged in part through the specific hybridized private-public performances required of elite men.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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