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This experiment tested the effects of a gibberellic acid solution on the closing speed of Venus flytrap leaves' two closing phases. It was hypothesized that the acid would increase the speed of the growth-related second phase but not the first, turgor pressure-driven phase. The results found that both phases closed faster with the acid, but statistical tests found a significant difference only for the second phase, supporting the original hypothesis. The experiment could be improved by controlling environmental variables better and using more plants.
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The Venus flytrap uses bilobed leaves to capture prey, closing them in two phases - a slow squeeze and then a fast growth response. This experiment tested whether giving Venus flytraps gibberellic acid, a plant growth hormone, would increase the speed of the first closing phase. Plants watered with gibberellic acid for 10 days closed the first phase faster than controls, supporting the hypothesis that gibberellic acid stimulates the initial closing response.
Sample results
The document summarizes the results of two experiments testing the effect of gibberellic acid on the closing speed of Venus flytraps. The first experiment found no significant difference in phase 1 closing speed between plants treated with gibberellic acid and controls. The second experiment found that phase 2 closing speed was significantly faster in the control group than in plants treated with gibberellic acid. Both experiments found variation within groups but greater variation among controls.
Sample materials and procedures
The materials used in the experiment included 20 Venus flytraps, a plant light, gibberellic acid solution, distilled water, gloves, a graduated cylinder, tweezers, a stopwatch, and turkey. The plants were divided into a control group watered with distilled water and an experimental group watered with gibberellic acid solution. On each plant, the closing times of 5 leaves were recorded after placing turkey inside and stimulating the trigger hairs, and the times for phases 1 and 2 were compared between the two groups.
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The Venus flytrap obtains nutrients by trapping and digesting insects in its leaves. Its leaves have sensitive hairs that trigger closure when touched. For closure to occur, at least two hairs must be touched in quick succession or the same hair must be touched twice. Closure happens in two phases - an initial fast closure followed by a slower pressing together powered by plant growth. Experiments applying gibberellic acid, a plant growth hormone, could provide insight into whether it affects the closing speed by influencing the second growth-powered closure phase. The results would help satisfy scientific curiosity about carnivorous plant biology.
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ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
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Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentationsPushing the limits of ePRTC: 100ns holdover for 100 days
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See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
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Sample conclusion
- 1. Conclusion This experiment was designed to test the effects of a 1 ppm solution of bibberellic acid on the speed of both closing phases of the Venus flytrap’s leaves. It was hypothesized that because of the second closing phase is thought to be a growth response, the application of gibberellic acid would increase the speed of the reaction; however, the first phase of closing, which is basically a change in turgor pressure, would not be affected. It was found that the mean time for each phase was less in the group of plants treated with gibberellic acid. These data appeared not to support the hypothesis concerning Phase 1 but to support the hypothesis concerning Phase 11; that is, the data suggested that the speed of both reactions was increased by the application of gibberellic acid. However, results of t tests completed on the data showed that there was significant difference between the control and experimental groups only with the second phase of closure: the reach hypothesis was supported by the data. The first phase of closure was unaffected by gibberellic acid, whereas the speed phase of closure was increased. The data may have been affected somewhat by uncontrolled environmental variables such as temperature and humidity: this experiment could have been improved by keeping the Venus flytraps in a climatorium, where more outside variables could be controlled. Using more plants would also increase the accuracy of the data. For variations in closing speed could be correlated and accounted for: the effect of gibberellic acid on the Venus flytrap could be established more firmly.