Carl Julius Senff (1804–1832) – ein Kurzes Künstlerleben als Architekt, Zeichner und Grafiker
Bibliographic record
Abstract
Carl Julius Senff was a talented artist with wide-ranging knowledge of art and architecture, who first received art lessons from his father Carl August Senff in Tartu. From 1823 to 1827, Carl Julius Senff studied philosophy at the University of Tartu and illustrated several publications while still a student. For example, in 1825 he published a textbook on perspective called Perspective für Landschaftsmaler zum Selbststudium.Although Carl Julius Senff’s life was cut short, he was still able to travel extensively. In 1829, he travelled to Jena for three years where he acquired a doctoral degree in philosophy. His earliest drawings also date from this period and, based on them, we can also partially reconstruct the route of his travels. From Jena, he travelled to Prague, Vienna and Munich. In 1831, he travelled to Italy where he lived in Rome. The young artist and scholar was destined to become the new professor of architecture at the University of Tartu but, unfortunately, Carl Julius Senff fell ill during his last trip and died in Milan.The article is based to a great degree on unpublished archival documents as well as the personal correspondence of Carl Julius Senff and his father Carl August Senff.
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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 | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.004 |
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".