Bibliographic record
Abstract
It has been called the most dangerous gang in American history. In Los Angeles alone it is responsible for over 100 homicides per year. Although it has fewer than 300 members, it controls a 40,000-strong street army that is eager to advance its agenda. It waves the flag of the Black Hand and its business is murder. Although known on the streets for over fifty years, the Mexican Mafia has flown under the radar of public awareness and has flourished beneath a deep cover of secrecy. Members are forbidden even to acknowledge its existence. For the first time in its history, the Mexican Mafia is now getting the attention it has been striving to avoid. In this briskly written and thoroughly researched book, Tony Rafael looks at the birth and the blood-soaked growth of this criminal enterprise through the eyes of the victims, the dropouts, the cops and DAs on the front lines of the war against the Mexican Mafia. The first book ever published on the subject, Southern Soldiers is a pioneering work that unveils the operations of this California prison gang and describes how it grew from a small clique of inmates into a transnational criminal organization. As the first prison gang ever to project its power beyond prison walls, the Mexican Mafia controls virtually every Hispanic neighborhood in Southern California and is rapidly expanding its influence into the entire Southwest, across the East Coast, and even into Canada. Riding a wave of unchecked immigration and seemingly beyond the reach of law enforcement, the Mexican Mafia is poised to become the Cosa Nostra of twenty-first-century America.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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; a candidate call from one teacher head, 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".