Two new species of <i><scp>N</scp>itzschia</i> (<scp>B</scp>acillariophyceae) from freshwater environs of <scp>L</scp>onar <scp>C</scp>rater <scp>L</scp>ake, <scp>I</scp>ndia
Bibliographic record
Abstract
Summary Diatom taxa in I ndia were first documented by E hrenberg and subsequently many studies have focused on the W estern G hats and H imalayan mountains while other regional environments were rarely explored. In the current study, the freshwater environs of the saline L onar C rater L ake were investigated and two new N itzschia species have been described. N itzschia kociolekii sp. nov. and N itzschia tripudio sp. nov. were sampled from bird feeding ponds associated with L onar L ake. The morphological characters of the new species are similar to N . amphibia and N . frustulum but differ in terms of striae pattern, polymorphic areolae development, fibula and stria density. In addition, larger specimens of N . williamsii , a recently described taxon from B angalore wetlands of P eninsular I ndia, were found in a waterfalls flowing into L onar L ake. All three taxa are freshwater diatoms and are possibly endemic to Peninsular I ndia.
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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 | 0.072 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.005 | 0.002 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.010 | 0.008 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.002 | 0.012 |
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; both teacher heads agree on what is shown here.
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".