Reviews
Bibliographic record
Abstract
Abstract Treaty of Waitangi Settlements, Nicola R. Wheen and Janine Hayward (eds) (2012) Wellington: Bridget Williams Books, 300 pp., ISBN 978 1 9271 3138 1 (pbk), NZ$49.99 Home in the Howling Wilderness: Settlers and the Environment in Southern New Zealand, Peter Holland (2013) Auckland: Auckland University Press, 256 pp., ISBN 978 1 8694 0739 1 (pbk), NZ$49.99 The Making of New Zealanders, Ron Palenski (2012) Auckland: Auckland University Press, 392 pp., ISBN 978 1 8694 0726 1 (pbk), NZ$45 Extra! Extra! How the People Made the News, David Hastings (2013) Auckland: Auckland University Press, 288 pp., ISBN 978 1 8694 0738 4 (pbk), NZ$45 Maori and Social Issues, Tracey McIntosh and Malcolm Mulholland (eds) (2011) Wellington: Huia, 322 pp., ISBN 978 1 7755 0002 5 (pbk), NZ$45 Mana Maori and Christianity, Hugh Morrison, Lachy Paterson, Bret Knowles and Murray Rae (eds) (2012) Wellington: Huia, 356 pp., ISBN 978 1 7755 0012 4 (pbk), NZ$45 Fiona Pardington: The Pressure of Sunlight Falling, Kriselle Baker and Elizabeth Rankin (eds) (2011) Dunedin: Otago University Press, 160 pp., ISBN 978 1 8775 7809 0 (hbk), NZ$120 Ancestral Lines: The Maisin of Papua New Guinea and the Fate of the Rainforest, John Barker (2008) Toronto: University of Toronto Press, 240 pp., ISBN 978 1 4426 0105 5 (pbk), CAN$24.95 Moa: The Life and Death of New Zealand’s Legendary Bird, Quinn Berentson (2012) Nelson: Craig Potton Publishing, 300 pp., ISBN 978 1 8775 1784 6 (hbk), NZ$49.99 Born to a Changing World: Childbirth in Nineteenth-Century New Zealand, Alison Clarke (2012) Wellington: Bridget Williams Books, 320 pp., ISBN 978 1 9271 3142 8 (pbk), NZ$39.99 Strong, Beautiful and Modern: National Fitness in Britain, New Zealand, Australia and Canada, 1935–1960, Charlotte Macdonald (2011) Wellington: Bridget Williams Books, 256 pp., ISBN 978 1 9271 3140 4 (pbk), NZ$49.99 Diplomatic Ladies: New Zealand’s Unsung Envoys, Joanna Woods (2013) Dunedin: Otago University Press, 286 pp., ISBN 978 1 8775 7830 4 (pbk), NZ$49.99 Hollywood’s South Seas and the Pacific War: Searching for Dorothy Lamour, Sean Brawley and Chris Dixon (2012) New York: Palgrave, 280 pp., ISBN 978 0 2301 1656 6 (hbk), US$90 Narrating Indigenous Modernities: Transcultural Dimensions in Contemporary Maori Literature, Michaela Moura-Koçoğlu (2011) Amsterdam: Rodopi, 298 pp., ISBN 978 9 0420 3410 5 (hbk), €66 The Bush Baptist, Paul Burns (2013) London: FeedARead.com, 456 pp., ISBN 978 1 7829 9707 8 (pbk), £9.99
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 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 | 0.002 | 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 | 0.000 | 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) | 0.000 | 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".