SELECTED PROBLEMS OF INTERMODAL TERMINALDEVELOPMENT PROJECTS IN POLAND
Bibliographic record
Abstract
Intermodal transport, or briefly speaking transport using at least two different modes of transport, is becoming an increasingly important element of the EU transport policy not only in terms of cost and time, but also in terms of safety and environmental protection. In Poland, mainly due to the observed development of intermodal terminals it recognizes the growing importance of this type of transport. In the last 5 years investments in the development of intermodal terminals with the use of the European Union funds have exceeded 300 million Euro. It is difficult, however, to identify the compliance of these projects with the available methodological standards and good practices. The article is just such an attempt – it examines the projects of development of intermodal terminals in Poland for the achievement of the objectives, compliance with the schedule and the efficiency of the planned budgets. A consequence of the analysis is to identify common problems for this type of projects and to offer solutions through greater use of the available project management methodological tools successfully used in other industries and sectors.
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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 | 0.005 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".