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
This paper examines two realisations of the television talk show in North America: The Oprah Winfrey Show and Dr. Phil, looking specifically at how they function within the sub-genre of ‘therapeutic talk show’ in keeping with Livingstone and Lunt’s (1994) classification of talk shows. Talk shows are defined by Ilie (2001) as “semi-institutional discourse” having features of a given setting (TV studio), topic- and goal-oriented talk, high degree of topic control, as well as restrictions on time and turn-taking. Theorists examining this sub-genre of therapeutic talk show have argued that it provides a valuable means by which stories otherwise unrecognized have a forum, or that values of truth and honesty can be conveyed (Livingstone & Lunt 1994; Masciarotte 1991; Carbaugh 1988). However, theorists such as Abt and Seesholtz (1994) view therapeutic talk shows as potentially demeaning to guests who appear on them as well as a means by which suffering can be trivialized. Through an examination and analysis of requests for information, both direct and indirect, which are the principal features of all interviews, I look at how Oprah Winfrey and Dr. Phil problematize the narratives told by their guests. Both hosts rely heavily on one type of request, B-Event assertions functioning as indirect requests for information, to provoke specific response. My findings indicate that these talk shows do not in fact provide a forum for talk that would otherwise not be considered as suggested by Livingstone and Lunt (1994). Both Oprah Winfrey and Dr. Phil appropriate the stories provided by their guests; they also participate in their own overarching meta-narrative whereby as ‘heroes’ they solve their guests’ problems within a given time frame. Guests’ narrative responses share more with the speech act of confession than with free self-expression. The speech act of confession encouraged by these therapeutic talk shows serves in turn to reinforce conservatively-held values on the part of the at-home audience for whom such confession is also entertainment.
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 | 0.000 | 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) | 0.001 | 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