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Third, a change should be made in the software so that the vote scanner confirms, for each individual race, whether or not a vote was recorded.
Vonn insists that she is not looking beyond each individual race, but she acknowledged that with only one downhill in the books and five remaining, she was surprised with how well she had skied thus far.
What this means is that in close races - such as all the six or seven crucial Senate races and about 30 or so House seats that could go either way - the Republicans have a significant advantage, in that they know what they need and where to find their likely voters in each individual race.
A midterm election is like a pointillist painting, each individual race a dot that by Wednesday morning will add up to an image that will provide some answer to the question of the moment: the identity of America as it is today, its aspirations and values, the tone and tenor of the debate.
And each individual race is almost like a mini-world championship, the equivalent of a Champions League final, say.
Silverstone has one of the best atmospheres of the circuits we go to but each individual race has its value for me.
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The United States can enter only two swimmers in each Olympic individual race, and Krayzelburg will face stiff competition from Aaron Piersol and Bal, among others.
Even as we are reduced to bib numbers and the singlet of our running club, and even as each race is an individual race with our own mind and body, there is something very social that happens once we get spread out across the course.
The model also produces probabilities for each individual Senate race where polling is available, and approximates the state of the race where there isn't any or enough polling to run the model.
My armchair analysis of the state races, which I must admit I didn't do much research on (for each individual House race) shows that the House vote could be closer than expected.
Second, to determine the effectiveness of mixing instances of cyber hate across protected characteristics in improving classification of individual types of hate speech, we drew a random sample from each individual dataset (race, sexuality and disability) and combined the samples into a single dataset for training.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com