Salo W. Baron at Jagiellonian University
Bibliographic record
Abstract
At the beginning of the twenty-fi rst century, the Jagiellonian University in Kraków has more than 50,000 students, who come from many towns and cities, regions and countries.Among them there are students from various family backgrounds, and diverse cultural and religious origins.There are also Jewish students, both male and female, who attend all levels of higher education, within various disciplines off ered by the university.Among those, there is also a new academic fi eld, recognized several years ago by the Ministry of Science and Higher Education in Poland: Jewish studies (Pol.: judaistyka).Only recently, however, have students of the Jagiellonian University become familiar with the life, work, and heritage of Salo W. Baron, who is recognized as one of the greatest historical scholars of the twentieth century.Some of them might even know that Baron used to sit in the same classrooms and frequented the same places they do when he was a student at this same university.I too was a student at the Jagiellonian University, and I speak for other Polish students in the Historical Faculty, in the Institute of History of the Jagiellonian.Students are not introduced to all of Baron's works until later in their academic training, during the more advanced study of history; then they read Baron's monumental works on the history of the Jews, and can understand his approach to social history.And thanks to the research of Professors Mariusz Kulczykowski and David Engel, today's scholars are aware that, before his successful academic studies and career in Vienna and New York, Salo Baron studied in Kraków, at our alma mater, the Jagiellonian University. 1
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.087 | 0.027 |
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".