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 power ballad has become a mainstay of popular music since the 1970s. This article offers a history of the songs and discusses their place in the larger field of popular music genres. The songs are defined by the use of both a musical formula based on constant escalation and an expressive formula that combines the euphoric uplift created by rousing music with sentimental themes and ploys. Contrary to views that power ballads first appeared in 1980s rock and are primarily rock numbers, the songs emerged in the 1970s pop recordings of Barry Manilow and others, and from early on crossed genre lines, including pop, rock and R&B. These crossings result in an exchange between the fervour of the power ballad and the distinct expressive qualities of the other genres. This article also places the power ballad in the larger history of the ballad. The songs are part of a shift toward more effusive and demonstrative styles of ballads underway since the 1960s. In addition, the emotional excesses of the power ballad fit into a larger change in the expressive tone of works across different popular culture media. With those works, emotions are to be large, ecstatic and immediate.
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) | 0.015 | 0.001 |
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