Development of the South Region for the actions of the Education for Competitiveness
Bibliographic record
Abstract
This diploma thesis deals mainly with the Operational Programme Education for Competitiveness and its area of support number 3.2 ? Support for the offer of further education, namely in the South Bohemian region. Currently, the support for the offer of further education in this region is realized particularly through letters of intents from the first round of the call for this area of support which have been approved for future fruition. The fruition of the projects drafted in these letters of intents will have a primary impact especially on target groups of factual projects. The letters of intents from the second round of the call are now being evaluated. Letters of intents from this second round approved for fruition will be officially announced after the meeting of the South Bohemian Regional Council, which will be held in June this year. In the fourth quarter of 2011, the third round of the call in the South Bohemian region will be announced. The effect of the money invested in the offer of further education will manifest itself no sooner than after the year 2013, in which the programming period will be ended and utilization of financial resources from the European Union funds will be dramatically limited. The representatives of the South Bohemian Region are well aware of the importance of supporting this issue and there is evident endeavour to fill up educational blanks of the people living on its territory, which are caused mainly by the changes in the employment market structure in this region. For the current programming period and for the support for the offer of further education in the South Bohemian region, the allocation of 196 000 000 CZK has been detached from the European Union funds. After the first call, 13% of this allocation were spent. It is difficult to foresee how the financial resources utilization within this area of support will be continued till the year 2013.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.051 | 0.013 |
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".