Bibliographic record
Abstract
Franz Kafka was born 3 July 1883 to a bourgeois family in Prague, the Czech capital that in the late nineteenth century belonged to the Austro-Hungarian Empire. Although his nationality was therefore Austro-Hungarian, Kafka’s parents, Hermann Kafka and Julie Lowy were Jewish, and under the reign of Franz Josef I, Austrian Jews were widely regarded as second-class citizens. As head of a Jewish family growing up in Czech-speaking Prague, Hermann Kafka strongly insisted that his children be raised to speak and act German, the de facto language and identity of social and cultural prestige in Prague during this period. While Kafka exhibited a keen interest in literature and art from a very young age, his notoriously overbearing father was insistent that he should receive education and training for a professional or administrative career, which would allow him to provide his future family with the same level of upper-middle class affluence that Hermann had provided for Franz. Kafka reluctantly capitulated, and on 18 June 1906 he successfully completed a Doctorate in Law from the Ferdinand-Karls University in Prague.
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.
How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.352 | 0.020 |
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; both teacher heads agree on what is shown here.
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".