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
The subcultural practices of urban explorers are studied through an analysis of the accomplishments of Canadian Jeff Chapman. Using his zine Infiltration as a resource, this essay considers his key sites of exploration, two active downtown Toronto hospitals, not only from the viewpoint of his experiences at both as a patient but also as ur-sites for exploration and an original rethinking of the city. Chapman's illness is metonymic, not metaphoric, and this informs his style of urban exploration. While situating Chapman's investigations in terms of driftworks, surrealist strolls, situationist perambulations, and De Certeau's counter-panoptic walks, the nontheoretical character of Chapman's ethico-aesthetic preoccupations is allowed to shine through in his homespun nonmastery of exploration and displays of personal courage as he rambled around closed hospital wings in his gown along with his intravenous pole.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it