Bibliographic record
Abstract
"White Shadow" is a speculative fiction in which all the world’s photographs have suddenly turned into the objects they represent. The video depicts a vertiginous architecture, so devastating that it created new uncontrollable borders and isolated people. Piles of selfies, cats, and meals are scattered everywhere. Text messages evoke a new society living with limitations and suffering from media saturation, sensory overload, and crushing ecological impact. A world where images have taken over, invading and transforming space. They become the only reality that is still visible, as the whole world is turning inwards. Winner of THIS IS SHORT, The European Short Film Network (ESFN). ESNF is a close association of the following festivals: Go Short (NL), Short Film Festival Oberhausen (DE), Vienna Shorts (AT) and Short Waves (PL). Winner of the Swiss Competition at Videoex Experimental Film & Video Festival, Zürich (CH) Best Short Film, Montréal International Festival of Films on Art, FIFA (CA)
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.
How this classification was reachedexpand
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.027 | 0.000 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".