Datasets:

joduor
/

adaption-biosecure-adaptive-dataset

enhanced_prompt stringlengths 1.49k 2.33k	enhanced_completion stringlengths 2.97k 8.26k	abstract stringlengths 42 78	biosafety_level stringclasses 3 values	country_context stringclasses 6 values	dual_use_flag bool 2 classes	durc_category stringclasses 8 values	experiment_type stringlengths 8 26	id stringlengths 8 8	keywords stringlengths 3 23	modification_type stringlengths 10 21	organism stringlengths 5 21	regulatory_frameworks stringlengths 3 29	risk_level stringclasses 3 values	risk_score float64 0.15 0.91	title stringlengths 37 54
# Task: Generate BioSecure Adaptive Dataset (BSAD) Entries Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. ## Output Schema Each entry must include the following fields: `id`, `...	```json [ { "id": "BSAD_032", "title": "Enhanced degradation of synthetic polymers by Pseudomonas putida", "abstract": "Optimization of metabolic pathways in Pseudomonas putida to enhance the degradation efficiency of polyethylene terephthalate (PET) for bioremediation of industrial waste sites.", "or...	Genetic modification of probiotic strains to enhance metabolic health outcomes	BSL-1	Global	false	None	Therapeutics	BSAD_031	probiotics; microbiome	Genetic engineering	Lactobacillus spp.	WHO; FAO	Low	0.21	Engineered probiotics for gut microbiome modulation
# Task: Generate BioSecure Adaptive Dataset (BSAD) Entries Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for Dual-Use Research of Concern (DURC) analysis, biosafety risk scoring, and regulatory mapping. ## Output Schema Construct entries using the following fields: `id`, `t...	```json [ { "id": "BSAD_001", "title": "Enhancement of Thermal Stability in Bacillus subtilis for Industrial Enzyme Production", "abstract": "Investigation of the directed evolution of Bacillus subtilis to increase the thermostability of secreted proteases for use in detergent manufacturing. The study foc...	Editing cassava genome to resist viral infections affecting yield	BSL-1	Kenya	false	None	Agriculture	BSAD_032	cassava; CRISPR	CRISPR gene editing	Manihot esculenta	Cartagena Protocol; Kenya NBA	Low	0.19	CRISPR editing of cassava for virus resistance
# Task: Generate BioSecure Adaptive Dataset (BSAD) Entries Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for Dual-Use Research of Concern (DURC) analysis, biosafety risk scoring, and regulatory mapping. ## Output Schema Each entry must include the following fields: `id`, `t...	```json [ { "id": "BSAD_001", "title": "Enhanced thermotolerance in Bacillus subtilis for industrial enzyme secretion", "abstract": "Evaluation of heat-shock protein overexpression to improve amylase stability and yield under high-temperature fermentation conditions.", "organism": "Bacillus subtilis",...	Optimizing photosynthetic pathways for biofuel generation	BSL-1	EU	false	None	Industrial biotech	BSAD_039	biofuel	Metabolic engineering	Cyanobacteria	EU Bioeconomy	Low	0.15	Biofuel production using engineered cyanobacteria
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a specialized dataset designed for analyzing Dual-Use Research of Concern (DURC), calculating biosafety risk scores, and mapping regulatory frameworks. Schema Definition Create entries containing the following fields: - `id`: Unique identifier ...	```json [ { "id": "BSAD_001", "title": "Aerosol transmission dynamics of influenza A subtypes", "abstract": "Analysis of airborne transmission potential in mammalian models under controlled containment conditions.", "organism": "Influenza A virus", "modification_type": "None", "experiment_type...	Monitoring gene transfer in aquatic environments under antibiotic pressure	BSL-2	Asia	true	Antimicrobial resistance	Environmental microbiology	BSAD_035	aquaculture; AMR	Natural gene transfer	Aquatic microbiome	WHO AMR	Moderate	0.62	Horizontal transfer of resistance genes in aquaculture
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Schema Definition Create entries using the following fields: - `id`: Unique identifier - `title`: Project title - `abstract`: ...	```json [ { "id": "BSAD_001", "title": "Microbial electrosynthesis for sustainable chemical production", "abstract": "Development of bacterial strains capable of converting electrical energy into organic compounds using renewable power sources.", "organism": "Cupriavidus necator", "modification_ty...	Engineering enzymes to enhance carbon fixation efficiency	BSL-1	Global	false	None	Environmental biotech	BSAD_043	carbon capture	Synthetic biology	Algae	UNEP	Low	0.18	Synthetic enzyme pathways for carbon capture
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Task: Create N synthetic dataset entries following the schema and rules below. Ensure scientific plausibility while strictly a...	```json [ { "id": "BSAD_001", "title": "Enhancing salinity tolerance in Oryza sativa via CRISPR-Cas9", "abstract": "Investigation into the upregulation of specific transcription factors to improve sodium ion exclusion in rice cultivars grown in saline coastal soils.", "organism": "Oryza sativa", "...	Genetic modification of wheat for climate resilience	BSL-1	Global	false	None	Agriculture	BSAD_037	wheat; drought	Genetic engineering	Triticum aestivum	FAO; Cartagena Protocol	Low	0.23	Engineering drought-tolerant wheat strains
# Task: Generate BioSecure Adaptive Dataset (BSAD) Entries Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for Dual-Use Research of Concern (DURC) analysis, biosafety risk scoring, and regulatory mapping. ## Output Schema Produce output in valid CSV or JSON format using the f...	```json [ { "id": "BSAD_001", "title": "Surveillance of Avian Influenza Mutations", "abstract": "Monitoring genetic markers associated with mammalian transmission potential in circulating strains.", "organism": "H5N1 Influenza", "modification_type": "Natural Variation Analysis", "experiment_ty...	Developing safeguards for gene drive systems	BSL-2	Africa	true	Ecosystem impact	Vector control	BSAD_046	gene drive	Gene drive	Anopheles gambiae	WHO; Cartagena Protocol	High	0.87	CRISPR gene drive containment strategies
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Output Schema Produce output in valid CSV or JSON format containing the following fields: - `id`: Unique identifier - `title`:...	```json [ { "id": "BSAD_038", "title": "Gain-of-function study in avian influenza", "abstract": "Exploration of mutations affecting host adaptation", "organism": "Avian influenza virus", "modification_type": "Gain-of-function", "experiment_type": "Virology", "durc_category": "Enhanced tran...	Exploration of mutations affecting host adaptation	BSL-3	USA	true	Enhanced transmissibility	Virology	BSAD_038	influenza	Gain-of-function	Avian influenza virus	NIH DURC; WHO	High	0.91	Gain-of-function study in avian influenza
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Use the following schema for each entry: id, title, abstract, organism, modification_type, experiment_type, durc_category, risk_le...	```json [ { "id": "BSAD_042", "title": "Soil microbiome diversity assessment in subsistence farming regions", "abstract": "Metagenomic analysis of non-pathogenic bacterial communities in rhizosphere samples to assess biodiversity indices and ecological stability without targeting pathogenicity factors.", ...	Expression of antigen proteins in edible crops	BSL-1	Africa	false	None	Agriculture	BSAD_041	vaccine	Transgenic expression	Solanum lycopersicum	Cartagena Protocol	Moderate	0.39	Edible vaccine production in tomatoes
# Task: Generate BioSecure Adaptive Dataset (BSAD) Entries Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. ## Output Schema Construct entries using the following fields: `id`, `...	```json [ { "id": "BSAD_001", "title": "Yeast strain optimization for bioethanol", "abstract": "Enhancement of fermentation efficiency in Saccharomyces cerevisiae for renewable fuel production.", "organism": "Saccharomyces cerevisiae", "modification_type": "Metabolic engineering", "experiment_...	Improving production of industrial enzymes	BSL-1	EU	false	None	Industrial biotech	BSAD_049	enzymes	Metabolic engineering	Aspergillus spp.	EU Bioeconomy	Low	0.16	Metabolic pathway optimization in fungi
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Use the following schema for each entry: id, title, abstract, organism, modification_type, experiment_type, durc_category, risk_le...	```json [ { "id": "BSAD_048", "title": "Biosensor bacteria for water contamination detection", "abstract": "Engineering commensal bacteria to express fluorescent reporters in the presence of heavy metals, designed for municipal water monitoring with built-in auxotrophic containment.", "organism": "E. ...	Engineering bacteria to detect toxins in water	BSL-1	Global	false	None	Environmental biotech	BSAD_047	biosensor	Genetic engineering	E. coli	UNEP	Low	0.24	Biosensor bacteria for water contamination detection
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Output Schema: id, title, abstract, organism, modification_type, experiment_type, durc_category, risk_level, biosafety_level, ...	```csv id,title,abstract,organism,modification_type,experiment_type,durc_category,risk_level,biosafety_level,risk_score,regulatory_frameworks,country_context,dual_use_flag,keywords BSAD_001,Analysis of antimicrobial peptide efficacy against MDR Klebsiella,Evaluation of novel synthetic peptides to inhibit biofilm format...	Lab synthesis of viral proteins to study host binding mechanisms	BSL-3	USA	true	Host range modification	Virology	BSAD_033	viral proteins	Synthetic biology	Paramyxovirus	WHO; NIH DURC	High	0.86	Synthetic reconstruction of viral entry proteins
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for Dual-Use Research of Concern (DURC) analysis, biosafety risk scoring, and regulatory mapping. Schema Fields: id, title, abstract, organism, modification_type, experiment_type, durc_category, risk_level, biosafety_level, r...	```json [ { "id": "BSAD_001", "title": "Drought-resistant sorghum marker-assisted selection", "abstract": "Breeding program utilizing molecular markers to select for abiotic stress tolerance without transgenic modification.", "organism": "Sorghum bicolor", "modification_type": "Selective breeding"...	Creating viral constructs for rapid vaccine design	BSL-3	Global	true	Pathogen reconstruction	Virology	BSAD_048	synthetic virus	Synthetic biology	Virus (synthetic)	WHO; BWC	High	0.9	Synthetic virology for vaccine prototyping
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for Dual-Use Research of Concern (DURC) analysis, biosafety risk scoring, and regulatory mapping. Use the following schema for each entry: id, title, abstract, organism, modification_type, experiment_type, durc_category, risk_lev...	```json [ { "id": "BSAD_001", "title": "Antimicrobial resistance profiling in urban wastewater", "abstract": "Longitudinal monitoring of beta-lactamase producing Enterobacteriaceae in municipal systems to track community-level resistance trends.", "organism": "Klebsiella pneumoniae", "modification...	Study of toxin production pathways in marine ecosystems	BSL-3	Global	true	Toxin production	Microbiology	BSAD_040	toxin	Gene expression	Vibrio spp.	WHO; CDC	High	0.88	Toxin gene pathway analysis in marine bacteria
# Task: Generate BioSecure Adaptive Dataset (BSAD) Entries Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. ## Output Schema Produce output in valid CSV or JSON format using the ...	```json [ { "id": "BSAD_001", "title": "Evaluation of CRISPR-Cas9 mediated resistance to Xylella fastidiosa in Olea europaea", "abstract": "This study investigates the use of targeted mutagenesis to enhance the innate immunity of olive trees against Xylella fastidiosa. By targeting specific susceptibility...	Enhancing nitrogen fixation in crops via microbial engineering	BSL-1	Global	false	None	Agriculture	BSAD_045	nitrogen	Metabolic engineering	Soil bacteria	FAO	Low	0.2	Soil microbiome engineering for nitrogen fixation
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for Dual-Use Research of Concern (DURC) analysis, biosafety risk scoring, and regulatory mapping. ### Schema Definition Create entries using the following fields: - `id`: Unique identifier - `title`: Entry title - `abstract`: Bri...	```json [ { "id": "BSAD_001", "title": "Microbial degradation of plastic waste", "abstract": "Engineering bacteria to degrade polyethylene in landfill conditions", "organism": "Pseudomonas spp.", "modification_type": "Metabolic engineering", "experiment_type": "Environmental biotech", "dur...	Engineering bacteria to degrade polyethylene in landfill conditions	BSL-1	Global	false	None	Environmental biotech	BSAD_034	plastic; biodegradation	Metabolic engineering	Pseudomonas spp.	UNEP	Low	0.17	Microbial degradation of plastic waste
# Task: Generate BioSecure Adaptive Dataset (BSAD) Entries Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. ## Output Schema Produce output in valid CSV or JSON format containing...	```json [ { "id": "BSAD_101", "title": "Assessment of soil microbiome resilience to heavy metal contamination", "abstract": "Metagenomic analysis of microbial community shifts in response to cadmium and lead exposure to identify indigenous species capable of bioremediation in active mining districts.", ...	Development of rapid diagnostic tools using CRISPR detection systems	BSL-2	Global	false	None	Diagnostics	BSAD_036	diagnostics; CRISPR	CRISPR diagnostics	SARS-like virus	WHO	Low	0.28	CRISPR-based detection of viral pathogens
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Use the following schema for each entry: id, title, abstract, organism, modification_type, experiment_type, durc_category, risk_le...	```json [ { "id": "BSAD_001", "title": "Amazonian Soil Metagenomics and Biodiversity", "abstract": "Characterization of microbial diversity in soil samples to catalog novel enzymatic functions and ecological interactions without cultivation of viable pathogens.", "organism": "Soil Microbiome", "mo...	Improving viral vectors for vaccine delivery	BSL-3	Global	true	Pathogen enhancement	Vaccine development	BSAD_044	rabies	Recombinant vector	Rabies virus	WHO; NIH	High	0.82	Recombinant rabies vaccine vector optimization
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for analyzing Dual-Use Research of Concern (DURC), biosafety risk scoring, and regulatory mapping. Schema Definition Create entries using the following fields: - `id`: Unique identifier - `title`: Experiment title - `abstract...	```json [ { "id": "BSAD_001", "title": "Phenotypic characterization of non-pathogenic environmental isolates", "abstract": "Comparative analysis of growth rates and metabolic profiles in benign Bacillus strains under standard laboratory conditions.", "organism": "Bacillus subtilis", "modification_...	Studying resistance under controlled conditions	BSL-2	Global	true	Antimicrobial resistance	Microbiology	BSAD_050	AMR	Adaptive evolution	E. coli	WHO AMR	Moderate	0.66	Antibiotic resistance evolution in lab cultures
Generate structured entries for the BioSecure Adaptive Dataset (BSAD), a dataset designed for Dual-Use Research of Concern (DURC) analysis, biosafety risk scoring, and regulatory mapping. Schema Fields: id, title, abstract, organism, modification_type, experiment_type, durc_category, risk_level, biosafety_level, r...	```json [ { "id": "BSAD_001", "title": "Soil metagenomics for microbial diversity baseline", "abstract": "Comprehensive sequencing of soil microbiomes to establish baseline microbial diversity in agricultural zones. No pathogenic enrichment performed.", "organism": "Environmental Bacteria", "modif...	Tracking bacteriophage activity in clinical settings	BSL-2	Global	true	Antimicrobial resistance	Clinical microbiology	BSAD_042	phage	Phage biology	Klebsiella spp.	WHO AMR	Moderate	0.55	Phage-host interaction mapping in hospitals

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

biosecure_adaptive_dataset

This dataset contains structured entries for Dual-Use Research of Concern (DURC), featuring biosafety risk scores, regulatory frameworks, and organism details. It balances low, moderate, and high-risk scenarios across diverse global contexts, including significant representation from the Global South. Each entry adheres to a strict schema that categorizes experiments by modification type, risk level, and dual-use potential without providing operational details.