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
Albrecht Dürer (b. 1471–d. 1528), of Nuremberg, enjoyed great fame in his lifetime and, occasionally, a cultlike status in later centuries. He remains the most renowned German artist. Because of his prodigious production, especially of prints, Dürer was the first Renaissance artist whose works were known firsthand throughout Europe. It has been estimated that approximately 100,000 impressions of his prints circulated during his lifetime. His practice of monogramming most of his paintings, prints, and even drawings created a recognizable brand, or identity. Trained first as a goldsmith by his father, Albrecht the Elder, and then as a painter, draftsman, and woodcut designer by Michael Wolgemut, Dürer completed his early education by working as a journeyman along the Rhine in 1490–1493 and then traveling to Venice in 1494–1495. He first achieved international recognition with The Apocalypse, which he created and published as a book in 1498. The size of his oeuvre is immense. Although an exact count is impossible, owing to scholarly differences of opinion concerning attributions, he produced approximately 949 surviving drawings, 189 paintings, and 277 prints, excluding separate book illustrations. He authored three published treatises. Dürer’s technical experimentations, his compositional and narrative innovations, his often-novel iconographies, his fascination with the human body, his internalized grasp of contemporary Italian art, and his theoretical explorations permanently transformed and modernized German art. Dürer’s unprecedented corpus of self-portraits, including his prominent inclusion in four altarpieces, coupled with surviving letters and other texts, demonstrates his conscious efforts at self-fashioning. He actively cultivated what he hoped would be a lasting reputation as an artist and author. Dürer’s art, avidly collected in his lifetime, has been much sought after ever since. It inspired the so-called Dürer-Renaissance in Nuremberg and at the courts in Prague and Munich c. 1600. The cult of Dürer, including elaborate jubilee celebrations in 1828, peaked but did not end in the nineteenth century, as he is still touted as the quintessential German artist. As a national standard-bearer, Dürer—his person, and his art—have been creatively appropriated but also less benignly politicized over the centuries. Most of the literature on Dürer is written in German; however, many excellent surveys and specialized studies are available in English. This summary bibliography stresses books and catalogues but includes some important articles as well.
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 | 0.001 |
| 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