Bibliographic record
Abstract
Murina cyclotis Dobson, 1872 a Round-eared tube-nosed bat Murina cyclotis Dobson, 1872 a: 210; Darjeeling, NE India. Distribution Sri Lanka and India to Kwangtung and Hainan (China); Myanmar; Lao PDR, and Vietnam, south to W Malaysia, Borneo, Sumatra, Philippines, and Lesser Sunda Islands. Distribution in Lao PDR (Fig. 72): Attapu Province: Houay Pha Camp, Xe Kaman, Dong Ampham NBCA; Nam Kama (Xe Kaman); Upper Xe Kaman, Dong Ampham NBCA; Xe Kaman River proposed dam site, Dong Ampham NBCA (ROM collection); Bolikhamxai Province: Tak Leuk (Tad Leuk), Phou Khaokhoay NBCA (ROM collection); Ban Kengbit, Nam Kading NBCA (SMF collection); Nam Pan (CMF field record); Champasak Province: Xe Kong Plains, Xe Pian NBCA (Robinson, 1998); Nong Boua, Dong Hua Sao NBCA; 5 km west of ‘km 20’, Dong Khanthung (ROM collection); Houaphan Province: Ban Buaphath (ROM collection); Ban Chak (EBD/ROM collections); Dam on Nam Et; Nam Chong (CMF field record); Khammouan Province: Ban Vieng; Tam Dan Jar (Tham Dancha) Camp; Tam Houay Si (Tham Houaysy) (Robinson and Webber, 2000); Ban Houana; Ban Phonsang; Ban Xan Kang, Hin Namno NBCA; Lak Sao (Ban Lak-20); Nam Pakkatan, Nakai Plateau; Pha Deng (ROM collection); Louangnamtha Province: Ban Eng; Nam Tha Riverbank, near Ban Si Udon (Ban Si-udon) (ROM collection); New Ban Namsing (Ban Namsing-mai) (CMF field record); Louangphabang Province: Nam Khan, Nam Et NBCA (EBD/ROM collections); Phongsali Province: Phong Saly (Phongsali) (FMNH collection) (specimen likely to be from Ban Makomen (Ban Khomen); see Bangs and Van Tyne, 1931); Vientiane Province: Non Cave (Tham Non), Houy Sa Ngao Village (Ban Houaysangao) (FES collection).
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 0.003 |
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".