Bibliographic record
Abstract
-Doris Jedamski, René Witte, De Indische radio-omroep; Overheidsbeleid en ontwikkeling, 1923-1942. Hilversum: Verloren, 1998, 202 pp. -Edwin Jurriëns, Philip Kitley, Television, nation, and culture in Indonesia. Athens, Ohio: Ohio University Center for International Studies, 2000, xviii + 411 pp. [Research in International Studies, Southeast Asia Series 104.] -Gerrit Knaap, Scott Merrillees, Batavia in nineteenth century photographs. Richmond, Surrey: Curzon, 2000, 282 pp. -C.C. MacKnight, David Bulbeck ,Land of iron; The historical archaelogy of Luwu and the Cenrana valley; Results of the Origin of Complex Society in South Sulawesi Project (OXIS). Hull and Canberra: Centre for South-East Asian Studies, University of Hull / School of Archaeology and Anthropology, Australian National University, 2000, vi + 141 pp., Ian Caldwell (eds) -Niels Mulder, Toh Goda, Political culture and ethnicity; An anthropological study in Southeast Asia. Quezon City: New Day, 1999, xviii + 182 pp. -Niels Mulder, Norman G. Owen, The Bikol blend; Bikolanos and their history. Quezon City: New Day, 1999, x + 291 pp. -Anton Ploeg, Donald Tuzin, Social complexity in the making; A case study among the Arapesh of New Guinea. London: Routledge, 2001, xii + 159 pp. -Henk Schulte-Nordholt, Maarten Kuitenbrouwer, Tussen oriëntalisme en wetenschap; Het Koninklijk Instituut voor Taal-, Land- en Volkenkunde in historisch verband 1851-2001. Leiden: KITLV Uitgeverij, 2001, ix + 362 pp. -Sri Margana, Peter Carey ,The archive of Yogyakarta, Volume II, Documents relating to economic and agrarian affairs. New York: Oxford University Press, 2000, 566 pp., Mason C. Hoadley (eds) -Eric Venbrux, Wilfried van Damme, Bijdragen over kunst en cultuur in Oceanië/Studies in Oceanic Art and Culture. Gent: Academia Press, 2000, 122 pp. -Edwin Wieringa, Raharjo Suwandi, A quest for justice; The millenary aspirations of a contemporary Javanese wali. Leiden: KITLV Press, 2000, x + 229 pp. [Verhandelingen van het Koninklijk Instituut voor Taal-, Land- en Volkenkunde 182.] -Willem G. Wolters, Benito J. Legarda Jr., After the galleons; Foreign trade, economic change and entrepreneurship in the nineteenth-century Philippines. Quezon City: Ateneo de Manila University Press, 1999, xiv + 401 pp. -Brenda Yeoh, Jürgen Rüland, The dynamics of metropolitan management in Southeast Asia. Singapore: Institute of Southeast Asian Studies, 1996, 230 pp. -David Henley, Albert Schrauwers, Colonial 'reformation' in the highlands of Central Sulawesi, Indonesia, 1892-1995. Toronto: University of Toronto Press, 2000, xiv + 279 pp. -David Henley, Lorraine V. Aragon, Fields of the Lord; Animism, Christian minorities, and state development in Indonesia. Honolulu: University of Hawai'i Press, 2000, xii + 383 pp. -Jennifer W. Nourse, Jennifer W. Nourse, Conceiving spirits; Birth rituals and contested identities among Laujé of Indonesia. Washington, D.C.: Smithsonian Institution Press, 1999, xii + 308 pp.
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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.536 | 0.503 |
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".