Book Review: "New Studies in Roman Commerce with the East.â: "New Studies in Roman Commerce with the East.â By RaschkeManfred G.. In Aufstieg und Niedergang der Römischen Welt, Geschichte und Kultur Roms in der neueren Forschung, II Principat [Rise and Fall of the Roman World: History and Culture of Rome in Recent Research, 2nd Principat], ed. TemporiniHildegard. Vol. 9, part 2: 604-1361. Berlin: Gruyter, 1978. 758 pp. Select Addenda, Bibliography, Maps, Finding List, Indexes. Vol. 9, DM 360
Bibliographic record
Abstract
Are geographers so scarce or lacking in influence among American China specialists because, or in spite of, the influence of the frontier theory in the history of the United States and Canada?In any event, Perry and her style of political science deserve thanks from all those in anthropology, economics, and history who might never have thought, or dared, to begin a book with a reminder that "local" society might be caught up in a "hydraulic cycle" of monumental proportions.Whether they think that society is ground down or built up in such cycles perhaps matters less than was once feared.
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.
How this classification was reachedexpand
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.000 |
| Bibliometrics | 0.007 | 0.010 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.001 | 0.004 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".