Bibliographic record
Abstract
Book: Encyclopedia of Genocide and Crimes Against Humanity This outstanding comprehensive sourcebook of the worst in human behavior throughout history also includes instances of some of the best responses. It is aimed at the adult general reader but will be valuable for both specialists and older students studying the destruction of a people. The editor and contributors are broadly representative of academic experts around the world, and some of them have had extensive involvement with the subject. The 350 signed, well-documented entries, varying from 500 to 5,000 words, as appropriate, are arranged alphabetically. The topics comprise the diverse aspects of crimes against humanity--acts and consequences, cultural memory and representation, international institutions and laws. Each article is well written, balanced (such as the entry on the Sabra and Shatila Palestinian refugee camps), and includes see also references and a bibliography. The set covers judicial decisions and events as recent as mid-2004. There is some overlap (for example, in treating different aspects of the crimes in the Balkans), but each entry is fresh and shows careful editing. Every continent and likely every people have had their share of the crimes, and while the impact of the Nazi Holocaust drives much of the work, the editorial team has cast its net wide, encompassing, for example, less-known crimes against the Beothuk people in Newfoundland and Labrador. Birth and death dates of persons and specific dates of the crimes are given. Entries cover ancient and modern genocides, perpetrators and Victims, incitement and resistance, denial and documentation, international tribunals and national trials, and cultural aspects, such as the ways in which genocide intersects with music and dance. The work includes separate two-page entries on the atrocities at Carthage, Srebrenica, and Wounded Knee as well as concise biographies for individuals ranging from Klaus Barbie, chief of the gestapo in France, to Louise Arbor, chief prosecutor for the International Tribune for the Former Yugoslavia. Concluding the set are a glossary, an excellent filmography, 190 pages of primary sources (historical and international texts and judicial decisions), and an accurate index, which is supplemented by a topical list of entries. Black-and-white photos convey some of the horror of what humanity has wrought. The layout of this very accessible work is noteworthy.
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 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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.416 | 0.283 |
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".