Recent literature on bryophytes—112(1)
Bibliographic record
Abstract
Adkinson, A. & E. Humphreys. 2008. [Abstract] Moisture control on Sphagnum productivity and net ecosystem exchange of CO2 at Mer Bleue bog, Ontario, Canada. Page 5. In B. Shaw & K. Golinski (eds.), Alaska 2008: 4 International Meeting on the Biology of Sphagnum. Symposium Schedule, Abstracts, and List of Participants. The group, Juneau, Anchorage, and Kenai Peninsula, Alaska. Afonina, O. M. 2007 [2008]. New records: New moss records from Zabaikalsky Territory. 1. Arctoa 16: 197–199. ——— & E. A. Ignatova. 2007 [2008]. A new species of Didymodon (Pottiaceae, Musci) from Asian Russia. Arctoa 16: 133–138. [New: D. zanderi sp. nov.] ——— & ———. 2007 [2008]. East Asian species of genus Stereodon (Brid.) Mitt. (Pylaisiaceae, Musci) in Russia. Arctoa 16: 7–20. ———, H. Tsubota & E. A. Ignatova. 2007 [2008]. The genus Pylaisiadelpha (Pylaisiadelphaceae, Musci) in Russia. Arctoa 16: 127–132. [New: P. tristoviridis (Broth.) comb. nov] Allen, B. 2008. Fontinalaceae Exsiccatae. 6. [24] pp. Missouri Botanical Garden, St. Louis, Missouri. [Final issue of this exsiccata; scheda includes list that verifies or corrects the names for all previously published numbers in the exsiccata.] Andi, M. A. M., S. Budi & S. Dodi. 2006. Preliminary report of the thalloid liverworts from Gunnung Halimun-Salak National Park, Bogor, Indonesia. Sepilok Bullietin 4: 41–47. ——— & M. Suleiman. 2005. Preliminary list of mosses from Meliau Range, Ulu Tungud Forest Reserve, Sabah. Sepilok Bullietin 3: 57–64. Anishchenko, L. N. 2007 [2008]. On the bryoflora of the ‘‘Bryansky Les’’ Reserve (Nerusso-Desnyanskoye Polessye, European Russia). Arctoa 16: 175–180. Anonymous. 2007 [2008]. New records. Arctoa 16: 181–213. [Compilation of 22 entries by 20 authors of bryophyte records for regions throughout the world; listed separately by author.] ———. 2007. [Review] Genus Plagiochila in Eastern Himalaya. K. K. Rawat & S. C. Srivastava. 2007. Indian Journal of Forestry 30: 528. ———. 2008. XXII. Bibliography. Bryophytes. Flora Malesiana Bulletin 14: 206–212. Anterola, A. 2008. [Abstract] Evolution of gibberellin biosynthesis and function: lessons learned from Physcomitrella patens. American Bryological and Lichenological Society Abstracts of Contributed Papers 2008: 3. Bakalin, V. A. 2007 [2008]. Alobiellopsis R. M. Schust. (Hepaticae)—a genus new for Russia, discovered in the Kuril Islands (north-west Pacific). Arctoa 16: 21–24. ———. 2007 [2008]. New records: New liverwort records from Primorsky Territory. 1. Arctoa 16: 199–200. ———. 2007 [2008]. New records: New liverwort records from Sakhalin Province. 2. Southern Kuril Islands. Arctoa 16: 202–209.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.008 | 0.012 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.017 | 0.007 |
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".