On Sunspots: Galileo Galilei and Christoph Scheiner
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
On Sunspots offers the first complete English translation of Christoph Scheiner's and Galileo Galilei's epistolary debate regarding the physical nature of sunspots. It thus comprises Scheiner's six letters, written above the pseudonym 'Apelles latens post tabulam' ('Apelles hidden behind the canvas') and published as the Tres epistolae de maculis solaribus and the Accuratior disquisitio in 1612, along with Galileo's three responses, published as Istoria e dimostrazioni intorno alle macchie solari e loro accidenti in 1613. In addition, Reeves and Van Helden supply several chapters and appendices of original explanatory material, setting the debate in its contemporary contexts, summarizing its contents, formally reconstructing its arguments, and outlining its significance for the history of science. The sunspots debate was an important episode that well deserves the comprehensive treatment it receives. Reeves and Van Helden succeed in elaborating an important scientific performance by Galileo and Scheiner within their intellectual community. They have produced a handsome volume that will be of essential use to scholars and students of Galileo and of early modern science.
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 | 0.004 |
| 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