Bibliographic record
Abstract
The topic of my thesis is Investment activities in South Bohemia. The aim of my work was examining activities of investment in South Bohemia. In my work I wrote about the investments in general, investments in the Czech Republic and in the South Bohemia region. I gathered information from special literature, the internet, and I visited the institutions as regional authority of South Bohemia and corporate town of České Budějovice. In face of possibilities in investments of this region, the use of capacities is insufficient. In the region of South Bohemia we have many investments to transport infrastructure. If these investments are finished in the right time, in high-quality, it will increase investment to our region as for better transport connection. Supporting of investment and business is a very important thing. In our region there are institutions for supporting businessmen as a branch of CzechInvest in České Budějovice and the South Bohemia Economic Chambre, which provides advice to businessmen in the beginning of their business. The Regional authority of South Bohemia was established a new server about investment possibilities, but generally in our region there is a lack of information. The Regional Authority can give an attention of the server to the public. In my work I stated examples of future investments as the motorway D3, the railway Corridor R4 from Prague to České Budějovice to Austria and the airport in Planá near České Budějovice. Another investment is building a new town quarter in the area of Čtyři Dvory, the previous military area.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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".