2 extractive question-and-answer pairs built from Bio-control strategies for management of plant diseases under sustainable agriculture, published by epubs.icar.org.in. Source-evidenced topics include microbial biological control agents, sustainable agriculture, plant diseases, chemical pesticides, pathogens, global climate crisis, formulations, indian farming. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. Question types in the export: 1 relationship, 1 summary. 2 of the 2 pairs (100.0%) ask explanatory questions; the remaining 0 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains two extractive question-and-answer pairs focused on microbial biological control agents (MBCAs) and their role in sustainable agriculture. The questions address the drivers of research in MBCAs and the impact of chemical pesticides on soil. The answers are verbatim excerpts from a publication by epubs.icar.org.in, providing insights into the global climate crisis, food demand, and soil damage caused by chemical pesticides. The dataset highlights the potential of MBCAs as a sustainable alternative in agriculture.
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import desidata
df = desidata.load("epubs-icar-org-in-a8b9264f6cd129fb9e5ba8c8846fccde")
df.head()First 2 of 2 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What has driven research and innovation in microbial biological control agents over the last 15 years? | the global climate crisis and the increasing demand for food | Over the last 15 years, microbial biological control agents (MBCAs) have seen significant research and innovation, driven by the global climate crisis and the increasing demand for food. While extensive use of chemical pesticides have caused major and oftentimes irreversible damage to the soils and thereby its productivity, these agents represent a more sustainable alternative, which not only works to eliminate pathogens but also, provides additional advantages to the soil. In this article, we discuss the mechanism of action of MBCAs, their formulations and the future they represent for agriculture. | 125 | relationship | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/141267 | Over the last 15 years, microbial biological control agents (MBCAs) have seen significant research and innovation, driven by the global climate crisis and the increasing demand for food. | p[0] | 0.700 | valid | |
| What damage has extensive use of chemical pesticides caused to soils? | major and oftentimes irreversible damage to the soils and thereby its productivity | Over the last 15 years, microbial biological control agents (MBCAs) have seen significant research and innovation, driven by the global climate crisis and the increasing demand for food. While extensive use of chemical pesticides have caused major and oftentimes irreversible damage to the soils and thereby its productivity, these agents represent a more sustainable alternative, which not only works to eliminate pathogens but also, provides additional advantages to the soil. In this article, we discuss the mechanism of action of MBCAs, their formulations and the future they represent for agriculture. | 242 | summary | 0.970 | https://epubs.icar.org.in/index.php/IndFarm/article/view/141267 | While extensive use of chemical pesticides have caused major and oftentimes irreversible damage to the soils and thereby its productivity, these agents represent a more sustainable alternative, which not only works to eliminate pathogens but also, provides additional advantages to the soil. | p[0] | 0.700 |
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| valid |