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Download examples.json from ming9999/ATLAS-demo: direct link, hf CLI and curl.
- Browser
- Download file 5.29 kB
-
https://huggingface.co/spaces/ming9999/ATLAS-demo/resolve/main/examples.json
- Command line
-
hf download hf://spaces/ming9999/ATLAS-demo/examples.json
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curl -L -o examples.json https://huggingface.co/spaces/ming9999/ATLAS-demo/resolve/main/examples.json
5.29 kB
| [ | |
| { | |
| "source": "gpt", | |
| "model": "gpt-5.6-terra", | |
| "text": "When dry yeast is added to warm water with sugar, it often starts bubbling and producing a foamy layer within a few minutes. What is happening biologically during this reaction? Is the yeast simply dissolving, or are the cells becoming active again after being dried? I understand that sugar can be used as food, but I am unclear why carbon dioxide appears so quickly and why the temperature of the water matters so much. Does yeast use oxygen first if it is available, then switch to fermentation, or can both processes occur at once? I would also like to know whether different sugars, such as glucose, sucrose, and honey, cause meaningfully different reactions." | |
| }, | |
| { | |
| "source": "claude", | |
| "model": "us.anthropic.claude-opus-5", | |
| "text": "I've been baking bread for a few months and following a recipe from a book by Marguerite Delacourt that says to dissolve the yeast in warm water with a teaspoon of sugar and wait ten minutes until it foams. It works every time, but I don't actually understand what I'm watching happen, and my nephew asked me and I couldn't answer him. What I think I know: the foam is carbon dioxide, and the yeast is eating the sugar. What I don't understand is why the sugar is necessary at all when there's already flour in the dough, which is full of starch. Is the yeast unable to use starch directly? If so, how does the bread keep rising for two hours after the initial sugar is gone?" | |
| }, | |
| { | |
| "source": "gemini", | |
| "model": "gemini-3.6-flash", | |
| "text": "I have been running some home experiments with active dry yeast for a high school biology project, and I keep noticing a huge difference in activity depending on the exact mix of warm water and sucrose I use. When I dissolve five grams of granulated sugar into two hundred milliliters of water at roughly thirty-seven degrees Celsius, the mixture produces a thick, frothy layer of foam within fifteen minutes. However, when I doubled the sugar concentration to twenty grams while keeping the water volume and temperature the same, the bubbling actually seemed to slow down significantly rather than speed up. I am trying to understand the exact biochemical mechanism behind this reaction. I know the organism is consuming the carbohydrates and releasing carbon dioxide gas alongside ethanol, but why does the metabolic rate drop off so sharply when the sugar concentration becomes too high? Is this caused by osmotic stress on the cell membranes, or is there a specific enzymatic bottleneck in the glycolysis pathway that limits how fast the fungi can process the available nutrients? I would appreciate any detailed explanations regarding the cellular transport and metabolic limits involved here." | |
| }, | |
| { | |
| "source": "mistral", | |
| "model": "mistral-small-2603", | |
| "text": "In the historic district of Eastbrook, biologist Dr. Amelia Hart noticed an odd pattern while preparing for a local high school’s science fair in March 2023. She observed that when yeast cells from the town’s 150-year-old bakery were mixed with warm water and a teaspoon of granulated sugar, they expanded rapidly, forming a frothy layer within minutes. Curious, Dr. Hart isolated the yeast strain—later named Saccharomyces eastbrookensis—and ran a series of controlled experiments in her makeshift lab behind the town’s old library. Her findings suggested that the yeast’s vigorous reaction was due to an unusual sensitivity to glucose, a simple sugar. Unlike common lab strains, this variant produced twice the carbon dioxide within the first hour, suggesting a genetic adaptation to the bakery’s traditional sourdough process. Further genetic sequencing revealed a mutation in the HXK2 gene, which regulates sugar metabolism. When Dr. Hart presented her results at the Eastbrook Community Science Symposium, local bakers expressed both skepticism and excitement, some admitting their dough had been rising faster than usual since the strain’s arrival decades ago." | |
| }, | |
| { | |
| "source": "llama", | |
| "model": "us.meta.llama4-scout-17b-instruct-v1:0", | |
| "text": "Yeast's reaction to water combined with sugar is rooted in its biology and nutritional needs. The microorganism, such as Saccharomyces cerevisiae, ferments sugars to produce energy, a process crucial for its survival. When yeast comes into contact with a mixture of water and sugar, it begins to break down the sugar molecules through glycolysis, converting them into pyruvate. This process occurs in the cytoplasm and does not require oxygen, making it an anaerobic process. The pyruvate is then converted into ethanol and carbon dioxide through fermentation, a process that allows yeast to generate ATP, its primary energy source. The carbon dioxide produced during fermentation is released as a gas, causing dough to rise in baking applications. The optimal temperature for yeast fermentation is between 20°C and 30°C, with an ideal pH range of 4.5 to 5.5. Under these conditions, yeast grows rapidly and efficiently ferments sugars. The presence of water is also essential, as it facilitates the transport of nutrients and waste products across the yeast cell membrane. In the right conditions, yeast can rapidly consume sugars and produce the byproducts of fermentation." | |
| } | |
| ] |