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
Continuumix #14 (57:17) Mix by Continuo, January 2013 http://continuo-docs.tumblr.com/post/39917212927/continuumix-14-57-17-mix-by-continuo-january / / / / T R A C K L I S T / / / / 00:00 | Dirty Beaches – Tarlabasi | 7inch single, Bronson Produzioni, Italy, 2012 03:32 | Ghostwriters – Sleepwalker, Sleepwalker | from the “Music From No Man’s Land ” 12’’, Zero Company Records, USA, 1980 09:00 | Korean poetry collage | sourced from You.mix.poem 10:01 | Gyratory Systems – Crooked Bridge | 7inch single, Hansard Records, UK, 2009 14:05 | Logosamphia – Passage Omni IV | cassette, Enfant Terrible, The Netherlands, 2012 23 :22 | Xavier Charles, Michel Doneda, Jean-Léon Pallandre – Cinq Heures Trente | from the “Gaycre (2)” CD release, Ouïe/Dire, France, 2012 23:54 | Unidentified Korean poet | LP, South Korea, 1980s 24:30 | Hannes Lingens – Murmur | from the Hannes Lingens/Pierre Borel split 7inch single, Umlaut Records, Germany, 2010 27:21 | Maggy Payne – Gamelan | from the “Ahh-Ahh: Music For Ed Tannenbaum’s Technological Feets 1984-1987”, LP, Root Strata, USA, 2012 30:05 | Sylvain Rifflet – Alphabet | CDr & netrelease, France, 2012 31:55 | Ratatat – Mirando | 12’’, XL Recordings, UK, 2009 35:35 | Flamen Dialis - Dernière Croisade (+ excerpt from Labyrinthe Pourpre de La Connaissance) | from “Symptome-Dei”, LP, FLVM, France, 1979 42:00 | Carl Weingarten, Gale Ormiston & Phil Neon – Submergings | from eponymous LP, Multiphase Records, USA, 1981
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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.928 | 0.203 |
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