Bibliographic record
Abstract
Executive Summary The thesis "Current Issues of Regulation of International Air Transport" is dedicated to the very up-to date issues of international air transport of persons and goods, especially focused not only on actual regulation in Warsaw and Montreal Convention but also on commercial, technical and operational issues. The thesis is specifically structured it consists of four basic parts (chapters), dedicated to above mentioned aspects. A the beginning it briefly mentiones conception and sources of of regulation of air transport, second chapter focuses on Warsaw and Montreal Conventions with a view to transportation documents. Third chapter presents commercial issues, especially the airspace concept and freedoms of air. The last chapter deals with selected technical and operational issues. Supplement to the thesis "Current Issues of Regulation of International Air Transport" from 2007 reflects a period of 5 years since its submition. Since than a European Regulation 261/2004 has played an important role regarding carrier's liability. Minor changes of Warsaw-Montreal system are described next. Part dealing with commercial issues contains "Open Skies" treaty which liberalized transatlantic market. At the end the author contemplates on future trends and related necessity of regulation.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.016 | 0.003 |
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".