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 article is devoted research of objective and subjective factors which induce Ukraine to perfection normatively legal adjusting of tourist activity, a ponder able role is played and internal that it is no less important, -social. Attention at conference, which took place in 1988 year in Vancouver «Tourism as influential force of peacekeeping, applies in the article». On the indicated measure appeals sounded to distribution and propaganda of tourism as to the guarantee of the world and safety. In the article marked, that perspective development of tourism in Ukraine also substantially will influence on employment of population and as a result - on the level of his welfare. Tourism - one of effective factors of forming of tolerant unconflict environment in the state. In the article questions are affected about creation of favorable legislative atmosphere for activity of such companies in Ukraine which needs the proper changes in the Economic and Tax codes, Laws of Ukraine «On economic societies», «About licensing of types of economic activity» and other.
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 | 0.004 | 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 | 0.001 | 0.005 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.005 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.141 | 0.182 |
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