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
Performing Live: ACTORS ASHES FALLEN HOLY WATER With DJ: Starr Noir Vancouver's brilliant post-punk and new-wave quartet Actors music displays their flair for sonic cinematics. Their songs have been described as addictively dancey, infectious and uplifting yet melancholy. Actors embraces their 80's influences with a reverence that shapes their compositions into beautiful dark pop masterpieces. Ashes Fallen express themselves with long, dynamic songs, musicality and depth that highlight their more-is-more arrangements. A range of sounds, tempos, and moods. Meaning and substance. All the things you're not supposed to do in the streaming era. Northern California Gothic rock band Ashes Fallen wear their bruised but still beating hearts on their sleeves. Their sound is heavier than when they first formed in 2019 but is still inspired by the gothic rock and post-punk of the past while remaining unquestionably contemporary and relevant in 2023. Holy Water is an SF based duo who make driving grimewave music with touches of EBM mixed with throwback sounds of dark wave and synthcore. post-punk. new wave. synth pop. doors @ 8pm; show @ 8:30pm. all ages. $22 advance; $28 day of show. Buy tickets: https://www.dnalounge.com/calendar/2025/05-11d.html Watch and listen: Actors: We Don't Have to Dance: https://youtu.be/y6U56-1qqIY Ashes Fallen: Vampira: The Ballad of Maila: https://youtu.be/YmYoqCoAlXI Holy Water: Zero Destination: https://youtu.be/h1p7tCHD960
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.049 | 0.005 |
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