Bibliographic record
Abstract
Contents: General Editor's preface Introduction Exploration and trade: Nootka Sound and the beginning of Britain's imperialism of free trade, Alan Frost The North West Company's 'Adventure to China', Barry M. Gough Myth, science, and experience in the British construction of the Pacific, David Mackay English attitudes to indigenous peoples of the Pacific, Glyndwr Williams Licensed curiosity: Cook's Pacific voyages, Nicholas Thomas Colonies and Protectorates: The creation of imperial space in the Pacific Northwest, Daniel Clayton The colonization of Vancouver Island, 1849-58, Richard Somerset Mackie The first plans for governing New South Wales, 1786-87, Alan Atkinson 'The idle and drunken won't do there': poverty, the new Poor Law and 19th-century government-assisted emigration to Australia from the United Kingdom, Robin Haines The impact of European settlement on the indigenous peoples of Australia, New Zealand, and British Columbia: some comparative dimensions, Robin Fisher Myth, race, and identity in New Zealand, James Belich Towards colonial protectorates: the case of the Gilbert and Ellice Islands, Doug Munro and Stewart Firth Culture, gender and environment: The hegemony of laughter: Purea's theatre, Greg Dening Missionary interest in British expansion in the South Pacific in the 19th century, Niel Gunson Imperial benevolence: the Royal Navy and the South Pacific labour trade, 1867-1872, Jane Samson Fear of culture: British regulation of Indian marriage in post-indenture Fiji, John D. Kelly Putting down sisters and wives: Tongan women and colonization, Christine Ward Gailey Pacific ecology and British imperialism, 1770-1970, J.R. McNeill Index.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".