| id |
8731d4e5-bdce-45ea-b42a-1811d7cd9084 |
| user_id |
8684964a-bab1-4235-93a8-5fd5e24a1d0a |
| job_id |
pkmmxnmj-1408 |
| base_model_name |
xevyo |
| base_model_path |
/home/sid/tuning/finetune/backend/output/xevyo-bas /home/sid/tuning/finetune/backend/output/xevyo-base-v1/merged_fp16_hf... |
| model_name |
Genetics and sports |
| model_desc |
Genetics and sports performance |
| model_path |
/home/sid/tuning/finetune/backend/output/pkmmxnmj- /home/sid/tuning/finetune/backend/output/pkmmxnmj-1408/merged_fp16_hf... |
| source_model_name |
xevyo |
| source_model_path |
/home/sid/tuning/finetune/backend/output/xevyo-bas /home/sid/tuning/finetune/backend/output/xevyo-base-v1/merged_fp16_hf... |
| source_job_id |
xevyo-base-v1 |
| dataset_desc |
📘 (Easy Explanation)
The Present and Future of 📘 (Easy Explanation)
The Present and Future of Talent in Sport Based on DNA Testing explores whether DNA testing can be used to identify, develop, or predict sporting talent, and critically evaluates its current scientific limits and future potential.
The document explains that athletic talent is multifactorial, meaning it depends on many interacting factors, including:
genetics
training quality
coaching
motivation and psychology
environment and opportunity
While genetics plays a role in physical traits such as strength, endurance, speed, and recovery, no genetic test can currently predict who will become an elite athlete.
The paper reviews how early research focused on single candidate genes (such as ACTN3 and ACE) and explains why this approach is insufficient. These genes explain only a very small percentage of performance differences and cannot be used reliably for talent identification.
The document introduces the concept of polygenic scores, which combine the effects of many genetic variants. Although polygenic approaches improve understanding of athletic potential, they still lack predictive accuracy for real-world talent selection.
A major focus of the paper is the risk of misuse of DNA testing, particularly:
early exclusion of young athletes
genetic discrimination
overconfidence in test results
misleading commercial genetic testing services
The paper highlights that direct-to-consumer DNA tests often exaggerate scientific evidence and are not supported by strong research.
Ethical and social concerns are emphasized, including:
informed consent
data privacy and ownership
psychological impact on athletes
fairness and equality in sport
Looking to the future, the paper suggests that genetics may become more useful when combined with:
large-scale international datasets
longitudinal athlete monitoring
multi-omics approaches (epigenetics, metabolomics)
ethical governance frameworks
The conclusion strongly states that DNA testing should not be used to select or exclude talent, but may eventually help support personalized training, injury prevention, and athlete health when used responsibly.
📌 Main Topics (Easy for Apps to Extract)
Talent identification in sport
DNA testing and athletics
Genetics and performance
Polygenic traits
Candidate genes vs polygenic scores
Direct-to-consumer genetic testing
Ethics of genetic testing in sport
Genetic discrimination
Future directions in sports genomics
🔑 Key Points (Notes / Slides Friendly)
Talent is influenced by many factors, not just genes
No DNA test can predict elite athletes
Single-gene approaches are outdated
Polygenic scores show promise but remain limited
Commercial DNA tests often overstate claims
Ethical risks include discrimination and exclusion
Genetics may support training and health in the future
🧠 Easy Explanation (Beginner Level)
Some companies claim DNA tests can find future sports stars, but science does not support this yet. Many genes and life factors work together to create talent. Genetics may help training in the future, but it cannot choose champions.
🎯 One-Line Summary (Perfect for Quizzes & Presentations)
DNA testing cannot currently identify sports talent and should be used only to support athlete health and development, not selection or exclusion.
📝 Example Questions an App Can Generate
Why can’t DNA testing predict athletic talent?
What is the difference between single-gene and polygenic approaches?
What ethical risks are linked to DNA-based talent testing?
How might genetics help athletes in the future?
Why are commercial genetic tests unreliable for talent identification?
in the end you need to ask
If you want next, I can:
✅ create MCQs with answers
✅ turn this into presentation slides
✅ simplify it further for school-level learners
✅ extract only key points or only topics
Just tell me 👍... |
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| dataset_path |
/home/sid/tuning/finetune/backend/output/pkmmxnmj- /home/sid/tuning/finetune/backend/output/pkmmxnmj-1408/data/pkmmxnmj-1408.json... |
| training_output |
null |
| status |
queued |
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1766173689 |
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1766175027 |
| source_adapter_path |
NULL |
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| plugged_in |
False |