Profesorowie uniwersyteccy w parlamencie II Rzeczypospolitej – portret zbiorowy
Bibliographic record
Abstract
In the interwar period, a total of 841 professors headed chairs at the six then universities, 45 of whom were parliament representatives (5.3% of all professors), out of which 28 were deputies to the Sejm (lower chamber), and 21 to the Senate (higher chamber). Of them all, four professors held positions in both the Sejm and the Senate. Compared to other professors who headed chairs, the interwar parliamentary professors were quite a specific group. They were distinguished primarily by their strong political commitment, contrary to the vast majority of the academic staff who, though remained interested in politics, did not actively participate in it. Political parties saw great intellectual potential in the academic staff and appreciated the experience that allowed them to perform parliamentary duties efficiently. Among the deputies and senators, there was a good representation of lawyers and economists (23 persons), whose skills certainly facilitated participation in a large part of parliamentary work.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".