The role of the mitochondrion in plant responses to biotic stress
Bibliographic record
Abstract
Recent studies suggest that the plant mitochondrion may play a role during biotic stress responses, such as those occurring during incompatible plant–pathogen interactions. There are indications that signal molecules or pathways initiated by such interactions may directly or indirectly target mitochondrial components and that an important consequence of this targeting is an early disruption of mitochondrial homeostasis, resulting in an increased generation of mitochondrial reactive oxygen species (mROS). These mROS may then initiate further mitochondrial dysfunction and further mROS generation in a self‐amplifying manner. The mROS, as well as the graded dysfunction of the mitochondrion may act as cellular signals that initiate graded cellular responses ranging from defense gene induction to initiation of programmed cell death. However, these events may be attenuated by the unique components of the plant electron transport chain that act to substitute for dysfunctional components, dampen mROS generation or facilitate in defining the cellular level of ROS and antioxidant defense systems.
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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".