Bibliographic record
Abstract
This dissertation focuses on history of czech teachers, primarily high school teachers. The idea is to originate everything from the basics of history that is traditionally in rythm with political changes. This thesis is focused on deeper understanding of transformation of czech education, changes and developpement of one multilayered professional status or in the end a change of czech society in the first half of the 20th century. The time period between 1945 and 1955 is well known for its political, bussines and economic transitions. The main focus of this disertation is to show from the history of teachers which they are related to the teaching laws, the big modification that has happened at the time period. Concrete examples are presented in a detailed developpements which are different between inland and borderline gymnasiums and the way the teaching is conducted. This disertation offers complete picture of this topic, that is until now processed only in ideologically orientated publications. KEY WORDS decline, elite, high school teachers, school reforms, school laws, history of teachers
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".