Central Greece and the Politics of Power in the Fourth Century BC
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 streams of Greek history in the fourth century are highly controversial. Sandwiched between the Classical fifth century and the Hellenistic period, the era has invited various readings, most prominently the verdict of decrepitude and decline. Recent discoveries, however, indicate that the period was not simply illustrative of the political, social, and economic weaknesses of the Greek city-state. This book examines the fourth century from an area with its own regional dynamics: central Greece, a region often considered as a backwater for macro-politics. The authors disclose a vivid tension between regional politics in Boeotia and its adjacent territories and Greek affairs. They provide a meticulous and, at times, microscopic investigation into the region's military and political history, together with detailed analyses of the topography of the places 'where history was made.' The result is a dazzling account of Greece's power transition crisis on the eve of the Macedonian conquest.
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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 | 0.001 | 0.004 |
| 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