Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cryptotis parva (Say 1823) [Sorex] parvus Say 1823, in: James, Account Exped. Pittsburgh to Rocky Mtns, Vol. 1: 163. Type Locality: "Engineer Cantonment," west bank of Missouri River; restricted by Jones (1964:68) to USA, Nebraska, Washington Co., approximately 2 mi. (3.2 km) east Ft. Calhoun. Vernacular Names: North American Least Shrew. Subspecies:: Subspecies Cryptotis parva subsp. parva Say 1823 Subspecies Cryptotis parva subsp. berlandieri Baird 1858 Subspecies Cryptotis parva subsp. floridana Merriam 1895 Subspecies Cryptotis parva subsp. pueblensis Jackson 1933 Subspecies Cryptotis parva subsp. soricina Merriam 1895 Distribution: Extreme SE Canada through EC and SW USA and Mexico S to Chiapas and W to Nayarit. Conservation: IUCN – Lower Risk (lc). Discussion: Reviewed by Whitaker (1974, Mammalian Species No. 43), who recognized 9 subspecies, 5 of which occur in Middle America (Choate, 1970). Woodman (2002) concluded that orophila is a diagnosable species; see under that name. The remaining taxa are tentatively assigned to the five subspecies noted here (Carraway, pers. comm., 2003; Woodman, pers. comm., 2002). Some of these taxa may in fact represent good species. Karyotypes from Missouri and Texas count 2n = 52, FN = 54 (Genoways et al., 1977).
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.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.054 | 0.011 |
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 it