Media Monarchy: Mixtape018 - "Dance Apocalyptic" and the Best of 2013
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
" We are loud like love on Media Monarchy and @PumpUpThaVolume 's Mixtape018 - "Dance Apocalyptic" and the Best of 2013 with my favorite music from Arctic Monkeys , !!! , Franz Ferdinand , Arcade Fire , Vampire Weekend , Janelle Monáe , Thao And The Get Down Stay Down , Har Mar Superstar , Polyphonic Spree , Sallie Ford And The Sound Outside , Tristen , Shout Out Louds , Ariel Pink and Jorge Elbrecht , Savages , Portugal. The Man , Black Rebel Motorcycle Club , Lissie , John Grant , Placebo , Daughn Gibson , Those Darlins , Surfer Blood , Lana Del Rey , Phoenix , M83 and Boards of Canada ... Download / Subscribe Previous: Mixtape017 - "Totally True" and the Best of 2012
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.069 | 0.006 |
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