Bibliographic record
Abstract
Topical issues of the regulation of international air transport This thesis with current issues of legal regulation of international carriage by air, with a focus on the air carrier's liability. After the introductory chapter follows the second chapter which delas with aviation law and specifics of this legal branch. It further discusses the different methods of legal relations in civil aviation and recommends the most appropriate options of treatment. The third chapter summarizes the concept of responsibility in private law with a focus on recodification in Czech private law in 2014. The findings are applied to international and regional regulation of air carrier's liability, which is discussed in the next part of the thesis . The following fourth chapter deals with the liability of the air carrier on the international level. Firstly summarizes the historical development that preceded the adoption of legal rules in aviation law and in the next section discusses two important international documents - the Warsaw Convention and the Montreal Convention . In the section that deals with the Montreal Convention is focused on practical issues, mainly the interpretation of various terms used by the Montreal Convention . The author tries to hold uniform structure for all legal documents which are discussed...
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.018 | 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".