The photosynthetic apparatus of <i>Conocarpus lancifolius</i> Engl. (Combretaceae) suffers damage in soil contaminated with heavy metals
Bibliographic record
Abstract
Conocarpus lancifolius Engl. (Combretaceae), a heat tolerant plant, has potential for use in the phytoremediation of polluted soil. We analyzed the physiological changes in C. lancifolius exposed to single and mixed heavy metals (HMs; cadmium, nickel, and lead). For 30 days under controlled growth conditions, we exposed some groups of plants to a single HM at concentrations of 25 or 50 μmol·L –1 and other groups were exposed to 25 μmol·L –1 of a mixture of HMs. Photosynthetic parameters such as electron transport rate, photosynthetic rate, chlorophyll fluorescence, chlorophyll content index, and photosynthetic pigments were measured. Chloroplast morphology was studied by transmission electron microscopy (TEM). In plants exposed to 25 μmol·L –1 of HMs, the photosynthetic parameters were unaffected, whereas at 50 μmol·L –1 of HMs, all parameters significantly decreased up to 20 days of exposure, followed by an increase up to 30 days, indicating a slow adaptation of plants to HM under stress. Compared with the single HMs, mixtures of HMs were more toxic at the same concentration. All parameters indicated damage to the photosynthetic apparatus due to stress from 25 μmol·L –1 of the HM mixtures and 50 μmol·L –1 of the single HMs. TEM analyses showed a dispersion of grana in the chloroplast of the affected C. lancifolius plants.
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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 | 0.001 | 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".