A photographic essay on socio-economic organisation – temporary shelters in Kelowna, British Columbia (Canada)
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 essay considers socio-economic organisation from the perspective of monopoly capitalism analysis, a strand of heterodox economics. The centre-piece of the essay is a photographic study of two temporary overnight shelters in Kelowna, one of the principal cities in British Columbia, Canada. Monopoly capitalism analysis has not previously drawn on photographic practices as an approach to inquiry. A characteristic of monopoly capitalist economies is that market-oriented, large corporations influence socio-economic organisation more generally. The essential practices of those corporations thereby penetrate the nooks and crannies of market economies. The essay is especially concerned with practices such as control, constraints on freedom, exercise of voice, and dehumanisation. The photographs and accompanying text – contextual discussions of monopoly capitalism and temporary shelters, and a caption for each image in the sequence – work together to show that traits of temporary overnight shelters in Kelowna are consistent with monopoly capitalist practices. It is suggested that such traits will be fossilised in the forever future of socio-economic systems, unless people's awareness and challenge lead to choice of a different development path. The case-study demonstrates how photographs may enrich analysis of socio-economic organisation more widely, beyond the particular circumstances that it addresses.
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