Interaction of common bacterial blight quantitative trait loci in a resistant inter‐cross population of common bean
Bibliographic record
Abstract
Abstract Common bacterial blight ( CBB ), caused by Xanthomonas axonopodis pv . phaseoli , is an important disease of common bean ( Phaseolus vulgaris L .). Genetic resistance is the most economically efficient, environmentally friendly and socially acceptable approach to control plant diseases including CBB . To examine the main and interaction effects of the previously identified CBB resistance quantitative trait loci ( QTL ) associated with markers BC 420 ( B ) on Pv06, SAP 6 ( S ) on Pv10 and PV ctt001 ( P ) on Pv04, in presence of the major QTL associated with the marker SU 91 ( S u ) on Pv08, a resistant F 4:5 recombinant inbred line population of the reciprocal crosses between OAC Rex ( bb/ss/ PP /S u S u ) and HR 45 ( BB / SS /pp/S u S u ) was evaluated under artificial field inoculation in disease nurseries in 2009 and 2010. While, in presence of the CBB QTL on Pv08, the QTL on Pv06 of HR 45 accounted for 37–46% of phenotypic variation in the field, the effect of QTL on Pv04 and Pv10 were not significant under field conditions, even in the absence of the Pv06 QTL . Broad‐sense heritability estimates of CBB resistance and the QTL associated with BC 420 were high for CBB severity and the area under the disease progress curve, promoting the continued efforts in pyramiding the QTL on Pv06 and Pv08 in common background, which provide high levels of resistance.
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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".