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
In his article "Wrestling and Popular Culture" Dalbir S. Sehmby investigates a phenomenon of television culture. Wrestling has been for a long time now a main feature of television with a sizable audience. However, scholars in popular culture, audience studies, or television studies have paid little attention to this phenomenon and Dalbir argues that the study of wrestling in popular culture ought to be of interest to scholars of culture. In his discussion, Dalbir addresses notions of high art versus low art along with notions of high television versus low television. He continues with a discussion of the recent history of professional wrestling in order to illustrate how wrestling developed a fraudulent reputation. In Dalbir's view, television wrestling is considered an uncomfortable activity, a performance, and a television feature located between sport and drama, between masculine narrative form and feminine narrative form, between a sexual and non-sexual display of the human body, and between documentary reality and creative fiction. In his study, Dalbir also explores aspects of the spectacular excesses of wrestling along with its media-hybrid form.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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