Sputnik Reconsidered: Image and Reality in the Early Space Age
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
Abstract: Chroniclers regularly affirm that Russia's Sputniks produced popular crisis. More nuanced explanations argue that a preliminary “media riot” made cosmic space races an essential counterpart of earthly missile races in the public mind. Widespread public interest and political support for the US civilian space program during its formative years is presumed, as is the concept that space explorations were a key global determinant of US Cold War prestige. Such ideas are overdrawn. Contemporary analysts often studied to confirm what they already knew. Unattractive official findings were censored or ignored. Surveying all formerly secret and other opinion data about civilian space exploration from Sputnik 1 to the end of the Mercury program shows how space exploration advocates helped create elite panic regarding the Sputniks via selective reporting, while wider publics generally stayed indifferent to lunar and planetary missions. Elite panic, not mass panic, impelled the priorities and programs of the early space age.
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 | 0.000 |
| 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) | 0.000 | 0.000 |
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