Wool, Wires and Water: Technological Transitions at Strangways Springs
Bibliographic record
Abstract
Abstract The Strangways Springs artesian mound spring complex in South Australia reveals a layered history in which resources, technology, labor, and culture are significant and changing variables. The site exists in Arabana country, and for thousands of years provided a location for human shelter, artesian waters, and life sustaining resources. The arrival of sheep stations in the “Far North” of South Australia represented a significant rupture and the creation of a new kind of economy based on wool. The establishment of an overland telegraph repeater station brought the latest technological developments to this remote frontier, which had the information of the world available instantly. Other developments such as the railway and wool scouring further secured the importance of locations like Strangways Springs in the continent's colonial infrastructure. This microhistory uses archaeology, archival research, and photography to explore these technological transitions and their impacts at Strangways Springs in the nineteenth century, providing important insights into the sociotechnical nexus that characterized emerging colonial worlds and new forms of modernity in settler Australia.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".