Bibliographic record
Abstract
ARBiH Armija Republike Bosne i Hercegovine [Army of the Republic of Bosnia and Herzegovina] BiH Bosna i Hercegovina [Bosnia and Herzegovina] BSPP basic social psychological process BSSP basic social structural process JNA Jugoslovenska Narodna Armija [The Yugoslav People's Army] SDA Stranka Demokratske Akcije [The Party of Democratic Action] IZ Islamska zajednica [The Islamic Community] IZBiH Islamska Zajednica u Bosne i Hercegovine [The Islamic Community in BiH] IVZ (Jugoslovenska) Islamska vjerska zajednica [The (Yugoslav) Islamic Religious Community] JMO Jugoslovenska muslimanska organizacija [The Yugoslav Muslim Organization] ICTY International Criminal Tribunal for the former Yugoslavia NDH Nezavisna Država Hrvatska (The Independent State of Croatia), Croatian Nazi-run state HVO Hrvatsko vijeće obrane (The Croatian Defense Council), BiH Croatian paramilitary troops ZAVNOBiH Zemaljsko anti-fašitičko vijeće narodnog oslobođenja Bosne i Hercegovine [The State's Anti-Fascist Council for the National Liberation of Bosnia and Herzegovina] xvi Abbreviations SFRY Socijalisticka Federativna Republika Jugoslavija [The Socialist Federal Republic of Yugoslavia] TO Teritorijalna Odbrana [Territorial Defense] BiH TO Teritorijalna Odbrana Bosne i Hercegovine [Bosnia and Herzegovina's Territorial Defense] Ustaša [Ustashas] Croatian Nazi and German collaborators, and local anti-Serb and anti-Jews/Roma Nazi movement
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.008 | 0.016 |
| Scholarly communication | 0.009 | 0.008 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.030 | 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".