Bibliographic record
Abstract
Xinjiang Uygur Autonomous Region covers an area of one sixth of Chinese territory,largest in area among all the province-level administrative regions of China.Xinjiang is situated in the hinterland of Eurasian continent and is under the control of a typical extratropical belt continental climate.Special geographic position and peculiar climate characteristic make algae resources very abundance in this region,but the research of algae flora is relatively weak.Diatom materials were collected from Xinjiang during the period of July to August,2001.Materials were obtained from a wide variety of habitats in the investigated area.In the field,samples were preserved with 4% formalin and kept in the Herbarium of the Biology Department of Shanghai Normal University.Microscope slides were prepared by acid digestion method and mounted in Canada balsam or Hyrax gum.Light microscope observations were conducted using a Nikon E800 DIC microscope at magnification×1000 and a Nikon digital cameral DXM1200.In the observation,five species and two varieties of Pinnularia(Bacillariophyta) are new records of China,They are Pinnularia halophila Krammer,P.obscuriformis Krammer,P.oriunda Krammer,P.reichardtii Krammer,P.substreptoraphe Krammer,P.substreptoraphe var.bornholmiana Krammer and P.viridiformis var.minor Krammer.The taxonomic characters and habitats of them were described.The study will provide basic data for algae resource investigation of China.
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 | 0.014 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".