Bibliographic record
Abstract
Major Russian poet and writer, Pasternak, was recognized as a leading, original poetic talent with the collection My Sister Life (written 1917, published 1922). My Sister Life is a celebration of the fecundity of nature, of love, artistic creation, and the thrilling experience of revolutionary change. Beginning in the late 1920s, Pasternak felt increasingly isolated and out of step with Soviet literary culture. After 1934 he focussed his talents on literary translation, producing some of the finest translations of Shakespeare into Russian. In 1956 Pasternak completed Doctor Zhivago, his long-dreamed-of novel about an individual hero caught up in revolutionary Russia. Pasternak was awarded the Nobel Prize for Literature in 1958. An international scandal flared after he at first accepted the distinction and then was pressured by Soviet authorities to refuse it with the words "Considering the meaning this award has been given in the society to which I belong, I must reject this undeserved prize which has been presented to me." Doctor Zhivago was adapted as a major motion picture by director David Lean in 1965, and again by Giacomo Campiotti in 2002.
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.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.015 | 0.007 |
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".