Long-term stress induced by nitrate deficiency, sodium chloride, and high light on photosystem II activity and carotenogenesis of green alga <i>Scenedesmus</i> sp.
Bibliographic record
Abstract
The green alga Scenedesmus sp. was exposed to a long-term physiological stress of 40 days induced by the combination of nitrate deficiency, different concentrations of sodium chloride, and high light irradiance. Under these conditions, the change of photosystem II (PSII) photochemical reactions of photosynthesis and cellular growth were investigated along with the synthesis of secondary carotenoids, including astaxanthin and canthaxanthin. From 10 to 40 days, the biosynthesis of these secondary carotenoids was highly induced after the deterioration of PSII complexes when chlorophyll synthesis and cell division were inhibited. In this long term study, the highest induction of carotenoid synthesis happened after the deterioration of PSII reaction centers. There was no direct relationship between the induction of secondary carotenoids and the decline of PSII photochemical efficiency, although it may contribute to carotenogenesis. Under this stressful condition, viability of cells was noted by the small change of unbleached cell density compared with control after 40 days. Therefore, Scenedesmus sp. was tolerant to the long-term chronic stress condition caused by the production of secondary carotenoids, such as astaxanthin and cantaxanthin, participating in antioxidative mechanisms to protect algal cellular system.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".