Reviews
Bibliographic record
Abstract
Acknowledge No Frontier: The Creation and Demise of New Zealand’s Provinces, 1853–76, André Brett (2016) Dunedin: Otago University Press, 346 pp., ISBN 978 1 9273 2236 9 (pbk), NZ$45 The Big Smoke: New Zealand Cities, 1840–1920, Ben Schrader (2016) Wellington: Bridget Williams Books, 480 pp., ISBN 978 0 9474 9243 4 (pbk), NZ$59.99 Tears of Rangi: Experiments Across Worlds, Anne Salmond (2017) Auckland: Auckland University Press, 512 pp., ISBN 978 1 8694 0865 7 (hbk), NZ$65 The Great Wa r for New Zealand: Wa ikato 1800–2000, Vincent O’Malley (2016) Wellington: Bridget Williams Books, 690 pp., ISBN 978 1 9272 7757 7 (hbk), NZ$79.99 Passport to Hell, Robin Hyde (2015) Auckland: Auckland University Press, 344 pp., ISBN 978 1 8694 0839 8 (pbk), NZ$39.99 MATAATUA WHARENUI: TE WHARE I HOKI MAI, Hirini Moko Mead, Te Onehou Phillis, Layne Harvey and Pouroto Ngaropo (2017) Wellington: Huia, 380 pp., ISBN 978 1 7755 0212 8 (hbk), NZ$50 Tauira: Māori Methods of Learning and Teaching, Joan Metge (2015) Auckland: Auckland University Press, 320 pp., ISBN 978 1 8694 0822 0 (pbk), NZ$45 Rapa Nui – Easter Island: Cultural and Historical Perspectives, Ian Conrich and Hermann Mückler (eds) (2016) Berlin: Frank and Timme, 252 pp., ISBN 978 3 7329 0265 1 (hbk), €37.20 The Things We Value: Culture and History in Solomon Islands, Ben Burt and Lissant Bolton (eds) (2014) Canon Pyon, Herefordshire: Sean Kingston Publishing, 148 pp., ISBN 978 1 9077 7421 8 (hbk), £80 Colonialism, Maasina Rule and the Origin of Malaitan Kastom, David W. Akin (2013) Honolulu: University of Hawai‘i Press, 552 pp., ISBN 978 0 8248 3814 0 (hbk), US$59 Unearthing the Polynesian Past: Explorations and Adventures of an Island Archaeologist, Patrick Vinton Kirch (2015) Honolulu: University of Hawai‘i Press, 400 pp., ISBN 978 0 8248 5345 7 (pbk), US$45 Repositioning Pacific Arts: Artists, Objects, Histories, Anne E. Allen with Deborah B. Waite (eds) (2014) Canon Pyon, Herefordshire: Sean Kingston Publishing, 178 pp., ISBN 978 1 9077 7423 2 (hbk), £90 Sacred Histories in Secular New Zealand, Geoffrey Troughton and Stuart Lange (eds) (2016) Wellington: University of Victoria Press, 232 pp., ISBN 978 1 7765 6095 0 (pbk), NZ$40 Citizenship in Transnational Perspective: Australia, Canada and New Zealand, Jatinder Mann (ed.) (2017) Cham: Palgrave Macmillan, 322 pp., ISBN 978 3 319 53528 9 (hbk), £99.99 The New Zealand Project, Max Harris (2017) Wellington: Bridget Williams Books, 290 pp., ISBN 978 0 9474 9258 8 (pbk), NZ$39.99
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 | 0.001 | 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) | 0.000 | 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".