Paradise Found or Common Sense Lost? Göbekli Tepe’s Last Decade as a Pre-Farming Cult Centre
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
Abstract The spectacular finds at Turkey’s Göbekli Tepe have fired the imaginations of archaeologists and the general public alike. Reflecting on developments at and about the site since the 2011 publication of a critique of the site’s dominant interpretation as a hunter-gatherer cult centre, this article shows that some elements of that critique, including assertions about roofing and a residential population, have gained traction, while others have fallen on deaf ears. Göbekli Tepe has also become the locus of discussion and speculation in disciplines ranging from astronomy and religion to psychology and architectural history, while also inspiring pseudoscientific claims that associate the site with the Garden of Eden, a supposed technologically sophisticated pre-Holocene civilization or extraterrestrial visitors.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.007 |
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