Bibliographic record
Abstract
This article is an articulation of Tongan angafakafonua (way of the land, culture)as Tongan identity and its (re)makings through religion and gangs in the United States. Based on a section of my doctoral thesis, I examine the influence of the Mormon Church on Racketeer Influenced and Corrupt Organizations (RICO) Act charges.1 This article acknowledges that legislators, driven by their Mormon religio-racial ideology, interpreted the legislation in an exclusive manner. They took liberties to explicitly exclude first-generation Tongan Americans based on their preference for street gangs rather than the fraternal organizations associated with the Church. During the period between the settlement of Utah and the RICO trial of Siale Angilau, American-born Tongans of the first generation modified angafakafonua to address the needs of a growing Tongan community in the United States. In the later years of this transitional period, second-Generation Tongan Americans utilized angafakafonua to counteract excessive surveillance by gang task forces, racial profiling, and discriminatory practices employed by the state.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.001 |
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".