Disciplined Litigation, Vigilant Litigation, and Deformation: Dramatic Organization Change in Jehovah's Witnesses
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
Jehovah's Witnesses' long‐term development presents an interesting case of evolution in line with the “deformation thesis,” an attempt at explaining dramatic shifts in organizational forms, activities, and even beliefs in controversial religious minorities. Derived from resource mobilization tradition, this thesis assumes that radical transformations result from major defensive resource allocation mandated by negative reactions of societal institutions. This is especially the case with reference to the adoption by Jehovah's Witnesses, a millenarian group, of a “disciplined litigation”strategy in the 1940s, a pattern later to be incorporated in religious activities and beliefs of the organization. Today, disciplined litigation and its successor, “vigilant litigation,” seem legitimate ways to adapt to the prevailing religious climate and structure. As such, it can be conceived as a model for defensive moves taken by “younger” controversial religious minorities and reflects the enormous influence of the law and legal systems in shaping minority religions.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 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