MashUp at the Vancouver Art Gallery: “In Review” [onto]Riffologically
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
@font-face { font-family: "Arial"; }@font-face { font-family: "Arial"; }p.MsoNormal, li.MsoNormal, div.MsoNormal { margin: 0cm 0cm 0.0001pt; line-height: 115%; font-size: 11pt; font-family: Arial; color: black; }p.normal, li.normal, div.normal { margin: 0cm 0cm 0.0001pt; line-height: 115%; font-size: 11pt; font-family: Arial; color: black; }.MsoChpDefault { font-size: 11pt; font-family: Arial; color: black; }.MsoPapDefault { line-height: 115%; }div.WordSection1 { }Abstract: [onto]Riffology, a “plug in and play” method of inquiry that riffs across technological platforms and with all manner of material, finds easy resonance in mashup and remix, and we turn our riffological sights to the Vancouver Art Gallery which hosted MashUp[1] from February 20th through June 12th, 2016. Creative and combinatorial, mashup is identifiable in popular discourse as fundamentally humanist and epistemological in nature; however, as an interdisciplinary, ontological practise of repurposing and reconstituting, acts of mashup also exist in geological activity, far outside of humanity, and here we apply ontological focus through riffological measures. We are interested not in seeing merely what is being exhibited, but deterritorializing what is being curated. Our emergent senses of new materialisms inform our riffology here as we ceaselessly (re)encounter the exhibition; experienced as a riff arcade of dream like experience that one mayn’t exit; like the arcades of Benjamin’s mammoth project of 1927 to 1940.[1] "Vancouver Art Gallery: The Making Of Mashup", YouTube, accessed February 8, 2017, https://www.youtube.com/watch?v=DjFPesKTa5Q&t=2s.
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 | 0.004 | 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 | 0.004 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.055 | 0.003 |
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