Readers and the Steamship Press: Home News for India, China, and the Colonies and the Serialization of Arthur Griffiths’s Fast and Loose , 1883–84
Bibliographic record
Abstract
Concentrating on a lesser-known quarter of the Victorian print media, this paper seeks to recover the experiences of British expatriate readers of steamship press newspapers. The periodical codes that shaped readers’ encounters with one such newspaper, Home News , will be charted and its historical readership delineated. The market share of these publications diminished in the late nineteenth century in a climate of increasing telegraphic hegemony; however, not all were quiescent in the face of this competition. The serial novel, Fast and Loose (1883–84), which featured in Home News during the initial years of Arthur Griffiths’s editorship, was a notable example of such innovation that also underscored the distinctive set of contemporary circumstances that characterized the newspaper.
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.006 |
| 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".