Modern demographic features and processes of island of Korčula
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
Otok Korčula, drugi najnaseljeniji otok u Republici Hrvatskoj doživio je mnoge demografske promjene kroz moderna popisna razdoblja. Broj stanovnika na otoku se višestruko povećavao do prve polovice 20. stoljeća, nakon čega je uslijedio demografski pad. Izmijenile su se i određene strukture stanovništva, kao i fizionomska obilježja prostora. Prije svega se misli na sastav stanovništva prema dobi te prema djelatnosti. Analizirano je opće, prirodno te prostorno kretanje stanovništva kao i sastav stanovništva po određenim skupinama s naglaskom na suvremenom demogeografskom razdoblju između popisa 1991. i 2011. godine. U radu je napravljena analiza demografskih promjena u prostoru, utvrđeno je današnje stanje te su iznesene pretpostavke za budući demografski razvoj otoka Korčule.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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