Bibliographic record
Abstract
With the development of religious culture, a extreme form of religion-cult is also becoming more rampant, they use specific means to brainwash the minds of believers and manipulate their behaviors, which negatively affects their physical and mental health. In this paper, This paper will analyze the foot-in-the-door technique and deindividuation used by the cult the Movement for the Restoration of the Ten Commandments of God (MRTCG) to explain the reasons why believers, after joining into the cult, end up in self-immolations. Also, this paper will give a solution to improve the social consequence - more people fall into the cult and end up following the organization's instructions to commit suicide - by placing more advertisements that popularize the cult's brainwashing techniques to the public in order to provide a forewarning to better resistance to the cult's persuasions, however, this method also has the disadvantage of being ineffective when the target audience is distracted.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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 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".