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
ISIS was an Islamic fundamentalist organization which presents a radical version of Islamic beliefs, encourages holy violence, and considers others who do not agree with its understandings as apostates.As a theoretical debate, the discussions developed by Gregg could cover the arguments stated through this study. He considers Social Movements, Fundamentalists, and Cosmic Warriors as the frameworks of religious cruelty.Daesh`s Dogma could be analyzed in two levels: traditional platform and new generation literature. As the former, three pillars Salafism. Qutbism and Wahhabism shape the basements and frameworks of IS`s ideological structure. New generation literature, joined with an anti-western attitude and combined also with a Sense of revenge against the old powers of imperialism, justify the most violent acts everywhere.As an alternative of being shaped in traditional dogma, ISIS’s philosophy could be drawn from 3 new booklets. The Management of Savagery (Idarat al-tawahhush) written in 2000s by Abu Bakr al-Naji, is one of them.For methodological aspect, the content analysis, concentrated on the basic sources is selected and for discussing the arguments, a descriptive analytical method is opted.
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.
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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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