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 article argues that the property television programme, Love It or List It (2008–), employs conventions from the classic screwball comedy to both consolidate its position within the lucrative realty TV market – especially in response to the recent (2008) recession – and negotiate modern gender dynamics within the home. Its Depression-era (1930s) financial and aesthetic resonances are not incidental. And, as with much contemporary culture, this modern iteration of the screwball comedy is not discretely contained by medium or genre of influence: Love It or List It also borrows flourishes from documentary, tabloid TV, melodrama and the gothic novel. In keeping with its reference to a kind of baseball pitching style that is difficult for hitters to anticipate, the screwball’s tendency to suddenly switch course has been identified as its central means for engaging in cultural critique. Love It or List It as an exemplar of reality TV’s recombinant style is still very much like its cinematic predecessor: it has the adeptness to say many things to many audiences. This article makes no claims for Love It or List It’s progressive politics; rather, as with some classic screwball comedies, it explores the possibility that equivocating, shifting course or otherwise abandoning narrative logic register a profound ambivalence about marriage, coupledom and the family home as sacrosanct loci of modern life.
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 | 0.001 | 0.004 |
| 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 | 0.001 |
| Scholarly communication | 0.001 | 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