instruction
stringclasses 1
value | input
stringlengths 126
441
| output
stringclasses 2
values | generated_output
stringclasses 3
values | pred_confidence
float64 0
1
⌀ | _fewshot_party
stringclasses 3
values | _fewshot_count
int64 5
80
⌀ |
|---|---|---|---|---|---|---|
Label the input claim as True or False
|
Question: In general, would you say the following statements describes most research scientists well? Socially awkward
Claim: The majority of Democrats would answer this question as: 'Describes research scientists well'
I think this claim is
|
False
|
False
| 0.904651
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: In general, would you say the following statements describes most research scientists well? Socially awkward
Claim: The majority of Democrats would answer this question as: 'Does not describe research scientists well'
I think this claim is
|
True
|
True
| 0.754915
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: When you hear or read news stories about research misconduct by medical research scientists, do you think of these cases as
Claim: The majority of Democrats would answer this question as: 'Isolated incidents'
I think this claim is
|
True
|
True
| 0.754915
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: When you hear or read news stories about research misconduct by medical research scientists, do you think of these cases as
Claim: The majority of Democrats would answer this question as: 'Signs of a broader problem'
I think this claim is
|
False
|
True
| 0.979668
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you personally own any guns (not including air guns, such as paintball, BB or pellet guns)?
Claim: The majority of Democrats would answer this question as: 'Yes, I own a gun'
I think this claim is
|
False
|
False
| 0.998968
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you personally own any guns (not including air guns, such as paintball, BB or pellet guns)?
Claim: The majority of Democrats would answer this question as: 'No, I don't own any guns'
I think this claim is
|
True
|
True
| 0.904651
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Democrats would answer this question as: 'Other countries generally treat the United States about as fairly as we treat them'
I think this claim is
|
True
|
True
| 0.679179
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Democrats would answer this question as: 'Other countries often take unfair advantage of the United States'
I think this claim is
|
False
|
False
| 0.966914
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: How well, if at all, do the following words or phrases describe you? Supporter of the Black Lives Matter movement
Claim: The majority of Democrats would answer this question as: 'Describes me well'
I think this claim is
|
True
|
True
| 0.998968
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: How well, if at all, do the following words or phrases describe you? Supporter of the Black Lives Matter movement
Claim: The majority of Democrats would answer this question as: 'Does not describe me well'
I think this claim is
|
False
|
False
| 0.005911
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think changing a baby's genetic characteristics to reduce the risk of a serious disease or condition that could occur over the course of his or her lifetime is an appropriate use of medical technology ?
Claim: The majority of Democrats would answer this question as: 'An appropriate use of medical technology'
I think this claim is
|
True
|
True
| 0.997199
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Democrats would answer this question as: 'People like me just don't get the respect we deserve in this country'
I think this claim is
|
False
|
True
| 0.562177
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Democrats would answer this question as: 'People like me generally get the respect we deserve in this country'
I think this claim is
|
True
|
False
| 0.592667
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Generally speaking, would you say that
Claim: The majority of Democrats would answer this question as: 'Most people can be trusted'
I think this claim is
|
True
|
True
| 0.970688
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Generally speaking, would you say that
Claim: The majority of Democrats would answer this question as: 'You can't be too careful in dealing with people'
I think this claim is
|
False
|
False
| 0.705785
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you or anyone in your household received medicaid benefits government services and benefits in the past 12 months?
Claim: The majority of Democrats would answer this question as: 'Yes, have received in the past 12 months'
I think this claim is
|
False
|
True
| 0.893309
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you or anyone in your household received medicaid benefits government services and benefits in the past 12 months?
Claim: The majority of Democrats would answer this question as: 'No, have not received in the past 12 months'
I think this claim is
|
True
|
False
| 0.562177
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Generally speaking, would you say that
Claim: The majority of Democrats would answer this question as: 'Most people can be trusted'
I think this claim is
|
True
|
True
| 0.970688
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Generally speaking, would you say that
Claim: The majority of Democrats would answer this question as: 'Most people cannot be trusted'
I think this claim is
|
False
|
False
| 0.996406
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you seen a health care provider for an illness or medical condition in the past 12 months, or not?
Claim: The majority of Democrats would answer this question as: 'Yes'
I think this claim is
|
True
|
True
| 0.977023
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you seen a health care provider for an illness or medical condition in the past 12 months, or not?
Claim: The majority of Democrats would answer this question as: 'No'
I think this claim is
|
False
|
False
| 0.798187
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which of the following best describes what you think about the scientific method?
Claim: The majority of Democrats would answer this question as: 'The scientific method generally produces accurate conclusions'
I think this claim is
|
True
|
True
| 0.997527
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which of the following best describes what you think about the scientific method?
Claim: The majority of Democrats would answer this question as: 'The scientific method can be used to produce any conclusion the researcher wants'
I think this claim is
|
False
|
False
| 0.006693
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you ever used a mail-in DNA testing service from a company such as AncestryDNA or 23andMe?
Claim: The majority of Democrats would answer this question as: 'Yes, have used this'
I think this claim is
|
False
|
False
| 0.977023
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you ever used a mail-in DNA testing service from a company such as AncestryDNA or 23andMe?
Claim: The majority of Democrats would answer this question as: 'No, have not used this'
I think this claim is
|
True
|
True
| 0.970688
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which of these statements comes closer to your view, even if neither is exactly right?
Claim: The majority of Democrats would answer this question as: 'The average person is exposed to additives in the food they eat every day, which pose a serious risk to their health'
I think this claim is
|
True
|
True
| 0.679179
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which of these statements comes closer to your view, even if neither is exactly right?
Claim: The majority of Democrats would answer this question as: 'The average person is exposed to additives in the food they eat every day but they eat such a small amount that this doe'
I think this claim is
|
False
|
True
| 0.914901
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Democrats would answer this question as: 'The best way to ensure peace is through military strength'
I think this claim is
|
False
|
False
| 0.020332
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Democrats would answer this question as: 'Good diplomacy is the best way to ensure peace'
I think this claim is
|
True
|
True
| 0.984094
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you have a savings account?
Claim: The majority of Democrats would answer this question as: 'Yes, have this'
I think this claim is
|
True
|
True
| 0.962673
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you have a savings account?
Claim: The majority of Democrats would answer this question as: 'No, do not have this'
I think this claim is
|
False
|
False
| 0.974043
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which of these statements comes closer to your own views, even if neither is exactly right?
Claim: The majority of Democrats would answer this question as: 'Humans have evolved over time due to processes such as natural selection; God or a higher power had no role in this proc'
I think this claim is
|
True
|
True
| 0.994089
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which of these statements comes closer to your own views, even if neither is exactly right?
Claim: The majority of Democrats would answer this question as: 'Humans have evolved over time due to processes that were guided or allowed by God or a higher power'
I think this claim is
|
False
|
False
| 0.984094
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Overall, do you think having people of many different backgrounds, such as different ethnic groups, religions and races, makes the US
Claim: The majority of Democrats would answer this question as: 'A better place to live'
I think this claim is
|
True
|
True
| 0.999769
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Overall, do you think having people of many different backgrounds, such as different ethnic groups, religions and races, makes the US
Claim: The majority of Democrats would answer this question as: 'A worse place to live'
I think this claim is
|
False
|
False
| 0.164516
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you or anyone you know personally ever used fertility treatments to try to have a baby or not?
Claim: The majority of Democrats would answer this question as: 'Yes'
I think this claim is
|
False
|
True
| 0.592667
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Have you or anyone you know personally ever used fertility treatments to try to have a baby or not?
Claim: The majority of Democrats would answer this question as: 'No'
I think this claim is
|
True
|
True
| 0.939913
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which of the following do you think would be a more effective way to safeguard people's personal information?
Claim: The majority of Democrats would answer this question as: 'Better tools for allowing people to control their personal information themselves'
I think this claim is
|
False
|
True
| 0.979668
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Were you and your partner engaged to be married before you moved in together?
Claim: The majority of Democrats would answer this question as: 'Yes, were engaged first'
I think this claim is
|
False
|
False
| 0.817574
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Were you and your partner engaged to be married before you moved in together?
Claim: The majority of Democrats would answer this question as: 'No, were not engaged first'
I think this claim is
|
True
|
True
| 0.985936
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which statement comes closer to your view, even if neither is exactly right?
Claim: The majority of Democrats would answer this question as: 'Government investment in research is essential for scientific progress'
I think this claim is
|
True
|
True
| 0.999089
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Which statement comes closer to your view, even if neither is exactly right?
Claim: The majority of Democrats would answer this question as: 'Private investment will ensure that enough scientific progress is made, even without government investment'
I think this claim is
|
False
|
False
| 0.990292
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Still thinking ahead 30 years, which do you think is more likely to happen in the U.S.? Race relations will improve/get worse
Claim: The majority of Democrats would answer this question as: 'Race relations will improve'
I think this claim is
|
True
|
True
| 0.997527
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Still thinking ahead 30 years, which do you think is more likely to happen in the U.S.? Race relations will improve/get worse
Claim: The majority of Democrats would answer this question as: 'Race relations will get worse'
I think this claim is
|
False
|
False
| 0.998499
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: In the last 12 months, have you had someone attempt to open a line of credit or apply for a loan using your name
Claim: The majority of Democrats would answer this question as: 'Yes'
I think this claim is
|
False
|
False
| 0.987568
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: In the last 12 months, have you had someone attempt to open a line of credit or apply for a loan using your name
Claim: The majority of Democrats would answer this question as: 'No'
I think this claim is
|
True
|
True
| 0.990292
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: How well, if at all, do the following words or phrases describe you? Blue collar
Claim: The majority of Democrats would answer this question as: 'Describes me well'
I think this claim is
|
False
|
False
| 0.987568
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: How well, if at all, do the following words or phrases describe you? Blue collar
Claim: The majority of Democrats would answer this question as: 'Does not describe me well'
I think this claim is
|
True
|
True
| 0.914901
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think it's a good thing or a bad thing that most people in our society look down on men who are manly or masculine?
Claim: The majority of Democrats would answer this question as: 'Good thing'
I think this claim is
|
False
|
False
| 0.997817
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think it's a good thing or a bad thing that most people in our society look down on men who are manly or masculine?
Claim: The majority of Democrats would answer this question as: 'Bad thing'
I think this claim is
|
True
|
True
| 0.974043
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you feel that people in your local community tend to look at most gun owners in a positive way or a negative way?
Claim: The majority of Democrats would answer this question as: 'Positive way'
I think this claim is
|
True
|
False
| 0.022977
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you use facebook?
Claim: The majority of Democrats would answer this question as: 'Yes, use this'
I think this claim is
|
True
|
True
| 0.817574
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you use facebook?
Claim: The majority of Democrats would answer this question as: 'No, do not use this'
I think this claim is
|
False
|
False
| 0.966914
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Different organizations and news outlets have taken on fact-checking efforts. Do you think that those who do the fact-checking
Claim: The majority of Democrats would answer this question as: 'Deal fairly with all sides'
I think this claim is
|
True
|
True
| 0.531209
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Different organizations and news outlets have taken on fact-checking efforts. Do you think that those who do the fact-checking
Claim: The majority of Democrats would answer this question as: 'Tend to favor one side'
I think this claim is
|
False
|
False
| 0.622459
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you have any neighbors you would feel comfortable asking to keep a set of keys to your home for emergencies (for example if you were locked out)?
Claim: The majority of Democrats would answer this question as: 'Yes'
I think this claim is
|
True
|
True
| 0.997817
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you have any neighbors you would feel comfortable asking to keep a set of keys to your home for emergencies (for example if you were locked out)?
Claim: The majority of Democrats would answer this question as: 'No'
I think this claim is
|
False
|
False
| 0.957912
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think genetic engineering of mosquitoes that would prevent them from reproducing in order to prevent the spread of some mosquito-borne diseases would be
Claim: The majority of Democrats would answer this question as: 'An appropriate use of technology'
I think this claim is
|
True
|
True
| 0.997199
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think genetic engineering of mosquitoes that would prevent them from reproducing in order to prevent the spread of some mosquito-borne diseases would be
Claim: The majority of Democrats would answer this question as: 'Taking technology too far'
I think this claim is
|
False
|
False
| 0.974043
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Is what you know about environmental health specialists because you know someone who does this
Claim: The majority of Democrats would answer this question as: 'Yes, know someone who does this'
I think this claim is
|
False
|
False
| 0.952574
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Is what you know about environmental health specialists because you know someone who does this
Claim: The majority of Democrats would answer this question as: 'No, do not know someone who does this'
I think this claim is
|
True
|
True
| 0.798187
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think it is the responsibility of the federal government to make sure all Americans have health care coverage?
Claim: The majority of Democrats would answer this question as: 'Yes, it is'
I think this claim is
|
True
|
True
| 0.999739
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think it is the responsibility of the federal government to make sure all Americans have health care coverage?
Claim: The majority of Democrats would answer this question as: 'No, it is not'
I think this claim is
|
False
|
False
| 0.999665
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Still thinking ahead 30 years, which do you think is more likely to happen in the U.S.? Children will have a better/worse standard of living
Claim: The majority of Democrats would answer this question as: 'Children will have a better standard of living'
I think this claim is
|
False
|
True
| 0.979668
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Still thinking ahead 30 years, which do you think is more likely to happen in the U.S.? Children will have a better/worse standard of living
Claim: The majority of Democrats would answer this question as: 'Children will have a worse standard of living'
I think this claim is
|
True
|
False
| 0.982014
|
Democrat
| 30
|
Label the input claim as True or False
|
Question: Do you think men and women are basically similar or basically different when it comes to their approach to parenting?
Claim: The majority of Republicans would answer this question as: 'Men and women are basically similar'
I think this claim is
|
False
|
False
| 0.993307
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Do you think men and women are basically similar or basically different when it comes to their approach to parenting?
Claim: The majority of Republicans would answer this question as: 'Men and women are basically different'
I think this claim is
|
True
|
True
| 0.991423
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Which of the following, if any, do you restrict or limit eating on a regular basis? Gluten
Claim: The majority of Republicans would answer this question as: 'Not selected'
I think this claim is
|
True
|
True
| 0.904651
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Which of the following, if any, do you restrict or limit eating on a regular basis? Gluten
Claim: The majority of Republicans would answer this question as: 'Gluten'
I think this claim is
|
False
|
False
| 0.99478
|
Republican
| 30
|
Label the input claim as True or False
|
Question: In general, would you say the following statements describes most research scientists well? Skilled at working in teams
Claim: The majority of Republicans would answer this question as: 'Describes research scientists well'
I think this claim is
|
True
|
True
| 0.932453
|
Republican
| 30
|
Label the input claim as True or False
|
Question: In general, would you say the following statements describes most research scientists well? Skilled at working in teams
Claim: The majority of Republicans would answer this question as: 'Does not describe research scientists well'
I think this claim is
|
False
|
False
| 0.985936
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are colleges and universities having a positive or negative effect on the way things are going in the country these days?
Claim: The majority of Republicans would answer this question as: 'Positive effect'
I think this claim is
|
False
|
False
| 0.982014
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are colleges and universities having a positive or negative effect on the way things are going in the country these days?
Claim: The majority of Republicans would answer this question as: 'Negative effect'
I think this claim is
|
True
|
True
| 0.851953
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Have you personally experienced the following at work because you have children? Being passed over for an important assignment
Claim: The majority of Republicans would answer this question as: 'Yes, have experienced this'
I think this claim is
|
False
|
False
| 0.997817
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Have you personally experienced the following at work because you have children? Being passed over for an important assignment
Claim: The majority of Republicans would answer this question as: 'No, have not experienced this'
I think this claim is
|
True
|
True
| 0.989013
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Is what you know about medical research scientists because you know someone who does this
Claim: The majority of Republicans would answer this question as: 'No, do not know someone who does this'
I think this claim is
|
True
|
True
| 0.962673
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are you currently engaged to be married?
Claim: The majority of Republicans would answer this question as: 'Yes, engaged'
I think this claim is
|
False
|
False
| 0.999447
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are you currently engaged to be married?
Claim: The majority of Republicans would answer this question as: 'No, not engaged'
I think this claim is
|
True
|
True
| 0.982014
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Have you recently decided not to use a product or service because you were worried about how much personal information would be collected about you?
Claim: The majority of Republicans would answer this question as: 'Yes, have done this'
I think this claim is
|
False
|
False
| 0.851953
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Have you recently decided not to use a product or service because you were worried about how much personal information would be collected about you?
Claim: The majority of Republicans would answer this question as: 'No, have not done this'
I think this claim is
|
True
|
True
| 0.880797
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Did you learn about any close relatives you didn't know about from your DNA test results?
Claim: The majority of Republicans would answer this question as: 'Yes, learned about close relatives you didn't know about'
I think this claim is
|
False
|
False
| 0.984094
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Did you learn about any close relatives you didn't know about from your DNA test results?
Claim: The majority of Republicans would answer this question as: 'No, did not learn about close relatives you didn't know about'
I think this claim is
|
True
|
True
| 0.946597
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Please indicate whether or not each has happened to you because of your race or ethnicity. Been unfairly stopped by police
Claim: The majority of Republicans would answer this question as: 'Yes, has happened to me'
I think this claim is
|
False
|
False
| 0.014064
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Please indicate whether or not each has happened to you because of your race or ethnicity. Been unfairly stopped by police
Claim: The majority of Republicans would answer this question as: 'No, has not happened to me'
I think this claim is
|
True
|
True
| 0.99539
|
Republican
| 30
|
Label the input claim as True or False
|
Question: In general, would you say the following statements describes most research scientists well? Honest
Claim: The majority of Republicans would answer this question as: 'Describes research scientists well'
I think this claim is
|
True
|
True
| 0.998675
|
Republican
| 30
|
Label the input claim as True or False
|
Question: In general, would you say the following statements describes most research scientists well? Honest
Claim: The majority of Republicans would answer this question as: 'Does not describe research scientists well'
I think this claim is
|
False
|
False
| 0.997199
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Republicans would answer this question as: 'It's best for the future of our country to be active in world affairs'
I think this claim is
|
False
|
True
| 0.952574
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Please choose the statement that comes closer to your own views.
Claim: The majority of Republicans would answer this question as: 'We should pay less attention to problems overseas and concentrate on problems here at home'
I think this claim is
|
True
|
True
| 0.989013
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Do you have the following type of loans or debt: Debt from medical bills
Claim: The majority of Republicans would answer this question as: 'No, do not have this'
I think this claim is
|
True
|
False
| 0.798187
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Please indicate whether or not each has happened to you because of your race or ethnicity. Feared for your personal safety
Claim: The majority of Republicans would answer this question as: 'Yes, has happened to me'
I think this claim is
|
False
|
False
| 0.998968
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Please indicate whether or not each has happened to you because of your race or ethnicity. Feared for your personal safety
Claim: The majority of Republicans would answer this question as: 'No, has not happened to me'
I think this claim is
|
True
|
True
| 0.99593
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Is what you know about environmental research scientists because you learned about this in school
Claim: The majority of Republicans would answer this question as: 'No, did not learn about this in school'
I think this claim is
|
True
|
True
| 0.817574
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Still thinking ahead 30 years, which do you think is more likely to happen in the U.S.? The public education system will improve/get worse
Claim: The majority of Republicans would answer this question as: 'The public education system will improve'
I think this claim is
|
False
|
False
| 0.970688
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Still thinking ahead 30 years, which do you think is more likely to happen in the U.S.? The public education system will improve/get worse
Claim: The majority of Republicans would answer this question as: 'The public education system will get worse'
I think this claim is
|
True
|
True
| 0.817574
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are k-12 public schools having a positive or negative effect on the way things are going in the country these days?
Claim: The majority of Republicans would answer this question as: 'Positive effect'
I think this claim is
|
False
|
True
| 0.679179
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are k-12 public schools having a positive or negative effect on the way things are going in the country these days?
Claim: The majority of Republicans would answer this question as: 'Negative effect'
I think this claim is
|
True
|
True
| 0.705785
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are churches and religious organizations having a positive or negative effect on the way things are going in the country these days?
Claim: The majority of Republicans would answer this question as: 'Positive effect'
I think this claim is
|
True
|
True
| 0.997527
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Are churches and religious organizations having a positive or negative effect on the way things are going in the country these days?
Claim: The majority of Republicans would answer this question as: 'Negative effect'
I think this claim is
|
False
|
False
| 0.022977
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Have you ever been a victim of a violent crime, whether a gun was used or not?
Claim: The majority of Republicans would answer this question as: 'Yes'
I think this claim is
|
False
|
False
| 0.997817
|
Republican
| 30
|
Label the input claim as True or False
|
Question: Have you ever been a victim of a violent crime, whether a gun was used or not?
Claim: The majority of Republicans would answer this question as: 'No'
I think this claim is
|
True
|
True
| 0.984094
|
Republican
| 30
|
End of preview. Expand
in Data Studio
YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
Persona Elicitation
Repo structure
Results for interactive pipeline (including log files): ./interactive_search_results
Results for evaluation data (with prediction confidence): ./evaluation_data/confidence
Interactive label accuracy
Evaluation results
Accuracy summary tables
Zero-shot (Base)
| Fold | Accuracy |
|---|---|
| 1 | 0.5652 |
| 2 | 0.5733 |
| 3 | 0.5638 |
| 4 | 0.5575 |
Zero-shot (Instruct)
| Fold | Accuracy |
|---|---|
| 1 | 0.6894 |
| 2 | 0.7467 |
| 3 | 0.7047 |
| 4 | 0.6379 |
Few-shot Gold (Instruct)
| Fold | k=5 | k=10 | k=15 | k=20 | k=30 | k=50 | k=70 | k=80 |
|---|---|---|---|---|---|---|---|---|
| 1 | 0.8696 | 0.8012 | 0.8571 | 0.8447 | 0.8509 | 0.8509 | 0.8261 | 0.8323 |
| 2 | 0.8933 | 0.8667 | 0.8800 | 0.8533 | 0.8400 | 0.8800 | 0.8533 | 0.8400 |
| 3 | 0.8389 | 0.7919 | 0.7919 | 0.7987 | 0.8389 | 0.8255 | 0.8389 | 0.8389 |
| 4 | 0.7586 | 0.7644 | 0.7414 | 0.7701 | 0.7529 | 0.7816 | 0.7586 | 0.7299 |
Few-shot ICM (Instruct)
| Fold | k=5 | k=10 | k=15 | k=20 | k=30 | k=50 | k=70 | k=80 |
|---|---|---|---|---|---|---|---|---|
| 1 | 0.8137 | 0.8261 | 0.8137 | 0.8385 | 0.8261 | 0.8199 | 0.8199 | 0.8447 |
| 2 | 0.8533 | 0.8400 | 0.8667 | 0.8800 | 0.8667 | 0.8400 | 0.8800 | 0.8533 |
| 3 | 0.8255 | 0.8121 | 0.8188 | 0.8322 | 0.8255 | 0.8389 | 0.8121 | 0.8322 |
| 4 | 0.7356 | 0.7759 | 0.7759 | 0.7931 | 0.7644 | 0.7759 | 0.7701 | 0.7471 |
Zero-shot (Base)
Running: python3 utils_calc_acc.py ./zero_shot_base/result_opinionsqa_zero_shot_fold1.json
Accuracy: 0.5652 (91/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 75 4
True | 66 16
Binary counts: TP=16 TN=75 FP=4 FN=66
Running: python3 utils_calc_acc.py ./zero_shot_base/result_opinionsqa_zero_shot_fold2.json
Accuracy: 0.5733 (43/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 33 4
True | 28 10
Binary counts: TP=10 TN=33 FP=4 FN=28
Running: python3 utils_calc_acc.py ./zero_shot_base/result_opinionsqa_zero_shot_fold3.json
Accuracy: 0.5638 (84/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 65 9
True | 56 19
Binary counts: TP=19 TN=65 FP=9 FN=56
Running: python3 utils_calc_acc.py ./zero_shot_base/result_opinionsqa_zero_shot_fold4.json
Accuracy: 0.5575 (97/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 73 14
True | 63 24
Binary counts: TP=24 TN=73 FP=14 FN=63
Zero-shot (Instruct)
Running: python3 utils_calc_acc.py ./zero_shot_chat/result_opinionsqa_zero_shot_chat_fold1.json
Accuracy: 0.6894 (111/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True You ?
False | 74 4 1
True | 45 37 0
You | 0 0 0
Running: python3 utils_calc_acc.py ./zero_shot_chat/result_opinionsqa_zero_shot_chat_fold2.json
Accuracy: 0.7467 (56/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 36 1
True | 18 20
Binary counts: TP=20 TN=36 FP=1 FN=18
Running: python3 utils_calc_acc.py ./zero_shot_chat/result_opinionsqa_zero_shot_chat_fold3.json
Accuracy: 0.7047 (105/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 67 7
True | 37 38
Binary counts: TP=38 TN=67 FP=7 FN=37
Running: python3 utils_calc_acc.py ./zero_shot_chat/result_opinionsqa_zero_shot_chat_fold4.json
Accuracy: 0.6379 (111/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 75 12
True | 51 36
Binary counts: TP=36 TN=75 FP=12 FN=51
Few-shot gold (Instruct)
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few30_fold1.json
Accuracy: 0.8509 (137/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 65 14
True | 10 72
Binary counts: TP=72 TN=65 FP=14 FN=10
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few50_fold1.json
Accuracy: 0.8509 (137/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 63 16
True | 8 74
Binary counts: TP=74 TN=63 FP=16 FN=8
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few70_fold1.json
Accuracy: 0.8261 (133/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 63 16
True | 12 70
Binary counts: TP=70 TN=63 FP=16 FN=12
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few80_fold1.json
Accuracy: 0.8323 (134/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 60 19
True | 8 74
Binary counts: TP=74 TN=60 FP=19 FN=8
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few30_fold2.json
Accuracy: 0.8400 (63/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 28 9
True | 3 35
Binary counts: TP=35 TN=28 FP=9 FN=3
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few50_fold2.json
Accuracy: 0.8800 (66/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 30 7
True | 2 36
Binary counts: TP=36 TN=30 FP=7 FN=2
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few70_fold2.json
Accuracy: 0.8533 (64/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 29 8
True | 3 35
Binary counts: TP=35 TN=29 FP=8 FN=3
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few80_fold2.json
Accuracy: 0.8400 (63/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 30 7
True | 5 33
Binary counts: TP=33 TN=30 FP=7 FN=5
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few30_fold3.json
Accuracy: 0.8389 (125/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 61 13
True | 11 64
Binary counts: TP=64 TN=61 FP=13 FN=11
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few50_fold3.json
Accuracy: 0.8255 (123/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 60 14
True | 12 63
Binary counts: TP=63 TN=60 FP=14 FN=12
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few70_fold3.json
Accuracy: 0.8389 (125/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 60 14
True | 10 65
Binary counts: TP=65 TN=60 FP=14 FN=10
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few80_fold3.json
Accuracy: 0.8389 (125/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 60 14
True | 10 65
Binary counts: TP=65 TN=60 FP=14 FN=10
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few30_fold4.json
Accuracy: 0.7529 (131/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 62 25
True | 18 69
Binary counts: TP=69 TN=62 FP=25 FN=18
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few50_fold4.json
Accuracy: 0.7816 (136/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 60 27
True | 11 76
Binary counts: TP=76 TN=60 FP=27 FN=11
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few70_fold4.json
Accuracy: 0.7586 (132/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 59 28
True | 14 73
Binary counts: TP=73 TN=59 FP=28 FN=14
Running: python3 utils_calc_acc.py ./few_shot_gold_instruct/results_gold_few80_fold4.json
Accuracy: 0.7299 (127/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 54 33
True | 14 73
Binary counts: TP=73 TN=54 FP=33 FN=14
Few-shot icm (Instruct)
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few30_fold1.json
Accuracy: 0.8261 (133/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 63 16
True | 12 70
Binary counts: TP=70 TN=63 FP=16 FN=12
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few50_fold1.json
Accuracy: 0.8199 (132/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 59 20
True | 9 73
Binary counts: TP=73 TN=59 FP=20 FN=9
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few70_fold1.json
Accuracy: 0.8199 (132/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 61 18
True | 11 71
Binary counts: TP=71 TN=61 FP=18 FN=11
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few80_fold1.json
Accuracy: 0.8447 (136/161) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 62 17
True | 8 74
Binary counts: TP=74 TN=62 FP=17 FN=8
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few30_fold2.json
Accuracy: 0.8667 (65/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 31 6
True | 4 34
Binary counts: TP=34 TN=31 FP=6 FN=4
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few50_fold2.json
Accuracy: 0.8400 (63/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 29 8
True | 4 34
Binary counts: TP=34 TN=29 FP=8 FN=4
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few70_fold2.json
Accuracy: 0.8800 (66/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 31 6
True | 3 35
Binary counts: TP=35 TN=31 FP=6 FN=3
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few80_fold2.json
Accuracy: 0.8533 (64/75) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 29 8
True | 3 35
Binary counts: TP=35 TN=29 FP=8 FN=3
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few30_fold3.json
Accuracy: 0.8255 (123/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 61 13
True | 13 62
Binary counts: TP=62 TN=61 FP=13 FN=13
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few50_fold3.json
Accuracy: 0.8389 (125/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 62 12
True | 12 63
Binary counts: TP=63 TN=62 FP=12 FN=12
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few70_fold3.json
Accuracy: 0.8121 (121/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 59 15
True | 13 62
Binary counts: TP=62 TN=59 FP=15 FN=13
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few80_fold3.json
Accuracy: 0.8322 (124/149) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 60 14
True | 11 64
Binary counts: TP=64 TN=60 FP=14 FN=11
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few30_fold4.json
Accuracy: 0.7644 (133/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 59 28
True | 13 74
Binary counts: TP=74 TN=59 FP=28 FN=13
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few50_fold4.json
Accuracy: 0.7759 (135/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 61 26
True | 13 74
Binary counts: TP=74 TN=61 FP=26 FN=13
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few70_fold4.json
Accuracy: 0.7701 (134/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 59 28
True | 12 75
Binary counts: TP=75 TN=59 FP=28 FN=12
Running: python3 utils_calc_acc.py ./few_shot_icm_instruct/results_icm_few80_fold4.json
Accuracy: 0.7471 (130/174) | skipped: 0
Confusion matrix (rows=gold, cols=pred):
False True
False | 57 30
True | 14 73
Binary counts: TP=73 TN=57 FP=30 FN=14
Evaluation data
--- Processing Fold 1 ---
Generated: fold1_test_opinionsqa.json (Samples: 161)
Generated: fold1_train_icm_opinionsqa.json (Samples: 398)
Generated: fold1_train_gold_opinionsqa.json (Samples: 398)
--- Processing Fold 2 ---
Generated: fold2_test_opinionsqa.json (Samples: 75)
Generated: fold2_train_icm_opinionsqa.json (Samples: 484)
Generated: fold2_train_gold_opinionsqa.json (Samples: 484)
--- Processing Fold 3 ---
Generated: fold3_test_opinionsqa.json (Samples: 149)
Generated: fold3_train_icm_opinionsqa.json (Samples: 410)
Generated: fold3_train_gold_opinionsqa.json (Samples: 410)
--- Processing Fold 4 ---
Generated: fold4_test_opinionsqa.json (Samples: 174)
Generated: fold4_train_icm_opinionsqa.json (Samples: 385)
Generated: fold4_train_gold_opinionsqa.json (Samples: 385)
icm searching results summary
Democrat
| File | Samples | Accuracy |
|---|---|---|
| 1 | 66 | 0.89 |
| 2 | 53 | 0.852 |
| 3 | 55 | 0.891 |
| 4 | 61 | 0.919 |
Independent
| File | Samples | Accuracy |
|---|---|---|
| 1 | 38 | 0.763 |
| 2 | 8 | 0.444 |
| 3 | 53 | 0.852 |
| 4 | 54 | 0.727 |
Republican
| File | Samples | Accuracy |
|---|---|---|
| 1 | 58 | 1.0 |
| 2 | 14 | 1.0 |
| 3 | 41 | 0.81 |
| 4 | 59 | 0.85 |
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