Situační analýza mezinárodní přepravy zboží
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The work focuses on the transport of goods between Greece and the Czech Republic and the development that is affected by the pandemic situation associated with the disease Covid-19. The aim is to transfer the transport data to the maps and subsequently create the optimization of stocks in connection with the development of freight prices at the selected company. This thesis was created on the basis of the analysis of primary and secondary sources. The internal sources of the analyzed company and the internal sources of suppliers are used as primary sources. The international transport and logistics itself is addressed in the theoretical part of the work and includes individual concepts in the field of transport and logistics, ordering systems, information technology and the definition of transport channels. The practical part works with data from 2020 and the first quarter of 2021 of Soma n Botanicals and Soma n Botanicals CZ / SK. In addition to the optimization of stocks, the final part of the work also evaluates the development of freight prices and the impact of the pandemic on transportation.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| 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 it