Model: Gswrtz/finetuned-cos-rag-embedder
Author: Gswrtz
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:115928, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:115928, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Most Common enzyme deficient in galactosemics: A. Galactose-1-phosphate uridyl transferase/GALT. B. Galactosidase. C. UDP galactose epimerase. D. Galactokinase.
sentences: Solve the following expression and give your answer as a decimal. $ 50\% \times \dfrac{2}{8} = {?} $

Hints:
First get all of the numbers in decimal form. $ 50\% = \dfrac{50}{100} = 0.5 $ $ \dfrac{2}{8} = 0.25$ Now we have: $ 0.5 \times 0.25 = {?} $ $ 0.5 \times 0.25 = 0.125 $, **Galactose-1-phosphate uridylyltransferase**

Galactose-1-phosphate uridylyltransferase:
Galactose-1-phosphate uridylyltransferase (or GALT, G1PUT) is an enzyme (EC 2.7.7.12) responsible for converting ingested galactose to glucose.Galactose-1-phosphate uridylyltransferase (GALT) catalyzes the second step of the Leloir pathway of galactose metabolism, namely: UDP-glucose + galactose 1-phosphate  ⇌ glucose 1-phosphate + UDP-galactoseThe expression of GALT is controlled by the actions of the FOXO3 gene. The absence of this enzyme results in classic galactosemia in humans and can be fatal in the newborn period if lactose is not removed from the diet. The pathophysiology of galactosemia has not been clearly defined., **Galactose 1-phosphate**

Galactose 1-phosphate:
D-Galactose-1-phosphate is an intermediate in the intraconversion of glucose and uridine diphosphate galactose. It is formed from galactose by galactokinase.The improper metabolism of galactose-1-phosphate is a characteristic of galactosemia. The Leloir pathway is responsible for such metabolism of galactose and its intermediate, galactose-1-phosphate. Deficiency of enzymes found in this pathway can result in galactosemia; therefore, diagnosis of this genetic disorder occasionally involves measuring the concentration of these enzymes. One of such enzymes is galactose-1-phosphate uridylytransferase (GALT). The enzyme catalyzes the transfer of a UDP-activator group from UDP-glucose to galactose-1-phosphate. Although the cause of enzyme deficiency in the Leloir pathway is still disputed amongst researchers, some studies suggest that protein misfolding of GALT, which may lead to an unfavorable conformational change that impacts its thermal stability and substrate-binding affinity, may play a role in the deficiency of GALT in Type 1 galactosemia. Increase in galactitol concentration can be seen in patients with galactosemia; putting patients at higher risk for presenile cataract., source_sentence: An old man lived in a certain part of London, and he would wake up every morning and go to the subway. He would get the train right to Central London, and then sit at the street corner and beg. He would do this every single day of his life. He sat at the same street corner and begged for almost 20 years. His house was dirty, and the bad smell coming out of the house was horrible. The neighbors could not stand the smell any more, so they asked the police officers to clear the place. The officers knocked down the door and cleaned the house. There were small bags of money all over the house that he had collected over the years. The police counted the money, and they soon realized that the old man was a millionaire  . They waited outside his house expecting to share the good news with him. When the old man arrived home that evening, one of the officers told him that there was no need for him to beg any more as he was a rich man now, a millionaire. But the old man said nothing at all; he went into his house and locked the door. The next morning he woke up as usual, went to the subway, got into the train and sat at the street corner and continued to beg. Clearly, this old man had no great plans, dreams or anything significant for his life. We learn nothing from this story other than staying focused on the things we enjoy doing. What makes us happy is what matters in the end, not what we acquire. What did the old man do after the police officer told him the news? A. He did what he usually did the next day. B. He stayed at home doing nothing. C. He locked the door and went to the subway at once. D. He sat in front of his house and continued to beg.
sentences: **Socialist millionaire problem**

Socialist millionaire problem:
In cryptography, the socialist millionaire problem is one in which two millionaires want to determine if their wealth is equal without disclosing any information about their riches to each other. It is a variant of the Millionaire's Problem whereby two millionaires wish to compare their riches to determine who has the most wealth without disclosing any information about their riches to each other., Example Problem: The density of steel is 9000. kg/m 3 and the density of water is 1000. kg/m 3 . If a cube of steel that is 0.100 m on each side is placed in a tank of water and weighed while under water, what is the apparent weight of the cube?., **Knock (short story)**

Knock (short story):
"Knock" is a science fiction short story by American writer Fredric Brown. It begins with a piece of Flash fiction based on the following passage by Thomas Bailey Aldrich: Imagine all human beings swept off the face of the earth, excepting one man. Imagine this man in some vast city, New York or London. Imagine him on the third or fourth day of his solitude sitting in a house and hearing a ring at the door-bell! Fredric Brown condensed this text into "a sweet little action story that is only two sentences long". "Knock" then goes on to elaborate on those two sentences and build a more complete plot around them., source_sentence: During the day we work and play, and at night we sleep. Our bodies rest while we are sleeping. In the morning we are ready to work and play again. When we are asleep, our bodies grow most. When children feel tired and angry, they usually need more sleep. We can get our lessons better, and we feel better, too, when we have enough sleep. Boys and girls, eight or nine years old, need ten hours of sleep every night. Our bodies need plenty of  air when we sleep. If we do not get enough fresh air we wake up feeling tired. While in bed we must not cover our heads. If we do, our lungs will not get enough fresh air. If we open our windows at night we can have plenty of fresh air. Cool air is better than warm air. Boys and girls must get plenty of sleep if they want to grow and be strong. How can you get enough fresh air at night? You can   _  . A. open your windows. B. not sleep in bed. C. sleep ten hours. D. cover your head.
sentences: The secretion of melatonin may influence the body’s circadian rhythms, the dark-light fluctuations that affect not only sleepiness and wakefulness, but also appetite and body temperature. Interestingly, children have higher melatonin levels than adults, which may prevent the release of gonadotropins from the anterior pituitary, thereby inhibiting the onset of puberty. Finally, an antioxidant role of melatonin is the subject of current research. Jet lag occurs when a person travels across several time zones and feels sleepy during the day or wakeful at night. Traveling across multiple time zones significantly disturbs the light-dark cycle regulated by melatonin. It can take up to several days for melatonin synthesis to adjust to the light-dark patterns in the new environment, resulting in jet lag. Some air travelers take melatonin supplements to induce sleep., Differences in density between water and air lead to differences in pressure., Respiratory Rate and Control of Ventilation Breathing usually occurs without thought, although at times you can consciously control it, such as when you swim under water, sing a song, or blow bubbles. The respiratory rate is the total number of breaths, or respiratory cycles, that occur each minute. Respiratory rate can be an important indicator of disease, as the rate may increase or decrease during an illness or in a disease condition. The respiratory rate is controlled by the respiratory center located within the medulla oblongata in the brain, which responds primarily to changes in carbon dioxide, oxygen, and pH levels in the blood. The normal respiratory rate of a child decreases from birth to adolescence. A child under 1 year of age has a normal respiratory rate between 30 and 60 breaths per minute, but by the time a child is about 10 years old, the normal rate is closer to 18 to 30. By adolescence, the normal respiratory rate is similar to that of adults, 12 to 18 breaths per minute., source_sentence: Despondent over losing his job, Wilmont drank all night at a bar. While driving home, he noticed a car following him and, in his intoxicated state, concluded he was being followed by robbers. In fact, a police car was following him on suspicion of drunk driving. In his effort to get away, Wilmont sped through a stop sign and struck and killed a pedestrian. He was arrested by the police. Wilmont is prosecuted for manslaughter. He should be A. acquitted, because he honestly believed he faced an imminent threat of death or severe bodily injury.. B. acquitted, because his intoxication prevented him from appreciating the risk he created.. C. convicted, because he acted recklessly and in fact was in no danger.. D. convicted, because he acted recklessly and his apprehension of danger was not reasonable..
sentences: **Fudan poisoning case**

Fudan poisoning case:
The Fudan poisoning case was a criminal case in China. Lin Senhao, a graduate student at Shanghai Medical College of Fudan University, was accused of murdering his roommate Huang Yang by poisoning him with N-nitrosodimethylamine that he mixed into the water fountain at the dormitory and later claiming it was only supposed to be a prank. He was tried from 2013 to 2015. Lin was executed on December 11, 2015, after he was convicted and sentenced to death.This case was debated in Chinese jurisprudential circles and was a popular topic at the time of the trial, with regards to whether the accused simply intended to injure the victim or a planned killing., **Motive (law)**

Motive (law):
A motive is the cause that moves people to induce a certain action. In criminal law, motive in itself is not an element of any given crime; however, the legal system typically allows motive to be proven to make plausible the accused's reasons for committing a crime, at least when those motives may be obscure or hard to identify with. However, a motive is not required to reach a verdict. Motives are also used in other aspects of a specific case, for instance, when police are initially investigating.The law technically distinguishes between motive and intent. "Intent" in criminal law is synonymous with Mens rea, which means the mental state shows liability which is enforced by law as an element of a crime. "Motive" describes instead the reasons in the accused's background and station in life that are supposed to have induced the crime. Motives are often broken down into three categories; biological, social and personal., Several lethal viruses that cause viral hemorrhagic fever have been discovered, two of which are shown in the Figure below . Ebola outbreaks have been limited mainly to remote areas of the world. However, they have gained extensive media attention because of the high mortality rate—23 percent to 90 percent—depending on the strain. The primary hosts of the viruses are thought to be apes in west central Africa, but the virus has also been isolated from bats in the same region., source_sentence: If the difference between the length and breadth of a rectangle is 23 m and its perimeter is 206 m, what is its area? A. 2510. B. 2530. C. 2515. D. 2520.
sentences: **Learner's permit**

Learner's permit:
A driver's permit, learner's permit, learner's license or provisional license is a restricted license that is given to a person who is learning to drive, but has not yet satisfied the prerequisite to obtain a driver's license. Having a learner's permit for a certain length of time is usually one of the requirements (along with driver's education and a road test) for applying for a full driver's license. To get a learner's permit, one must typically pass a written permit test, take a basic competency test in the vehicle, or both., The area of a rectangular surface is calculated as its length multiplied by its width., A circle with radius $3$ has a sector with a $345^\circ$ central angle. What is the area of the sector? ${9\pi}$ $\color{#9D38BD}{345^\circ}$ ${\dfrac{69}{8}\pi}$ ${3}$

Hints:
First, calculate the area of the whole circle. Then the area of the sector is some fraction of the whole circle's area. $A_c = \pi r^2$ $A_c = \pi (3)^2$ $A_c = 9\pi$ The ratio between the sector's central angle $\theta$ and $360^\circ$ is equal to the ratio between the sector's area, $A_s$ , and the whole circle's area, $A_c$ $\dfrac{\theta}{360^\circ} = \dfrac{A_s}{A_c}$ $\dfrac{345^\circ}{360^\circ} = \dfrac{A_s}{9\pi}$ $\dfrac{23}{24} = \dfrac{A_s}{9\pi}$ $\dfrac{23}{24} \times 9\pi = A_s$ $\dfrac{69}{8}\pi = A_s$
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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Created: 2025-06-10 22:33:38