Religion, mountains and socio-economic conditions
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 first chapter presents the church dioceses of the Macedonian Orthodox Church: Prespa-Pelagonija, Povardarje, Bregalnica, Skopje, Strumica, Tetovo-Gostivar diocese, European, Australian-New Zealand and American-Canadian dioceses. The second chapter presents the tourism in the Republic of Northern Macedonia and the tourist turnover in the period from 1991-2018. Organizational and personnel aspects and content and quality of tourist services in the Republic of Northern Macedonia. Furthermore, mountain tourism, mountain tourist places, analysis of mountain tourism in the tourist turnover of the Republic of Northern Macedonia in the period 2009-2018 and perspectives for development of mountain tourism in the Republic of Northern Macedonia are presented. The third chapter presents the socio-economic characteristics of the municipalities of Plasnica and Makedonski Brod in the Republic of Northern Macedonia.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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