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Regulation of corporations has been subverted by corporations. States that incorporate corporations are not equipped to regulate corporations that are rich enough to influence elections, are rich enough to muster a legal team that can bankrupt the state. Money from corporations and their principals cannot be permitted ... | companies | 0 | {"annotation_type": "1", "article_id": "16621568", "id": "4650", "seen_topic": "1", "split_group_id": "48ec825ec003a221d6f4cd262dca37964a204f6c612124a67b9bb967e93317de"} |
Regulation of corporations has been subverted by corporations. States that incorporate corporations are not equipped to regulate corporations that are rich enough to influence elections, are rich enough to muster a legal team that can bankrupt the state. Money from corporations and their principals cannot be permitted ... | regulation | 0 | {"annotation_type": "3", "article_id": "16621568", "id": "4651", "seen_topic": "1", "split_group_id": "48ec825ec003a221d6f4cd262dca37964a204f6c612124a67b9bb967e93317de"} |
Regulation of corporations has been subverted by corporations. States that incorporate corporations are not equipped to regulate corporations that are rich enough to influence elections, are rich enough to muster a legal team that can bankrupt the state. Money from corporations and their principals cannot be permitted ... | corporate regulation | 0 | {"annotation_type": "3", "article_id": "16621568", "id": "4652", "seen_topic": "1", "split_group_id": "48ec825ec003a221d6f4cd262dca37964a204f6c612124a67b9bb967e93317de"} |
Regulation of corporations has been subverted by corporations. States that incorporate corporations are not equipped to regulate corporations that are rich enough to influence elections, are rich enough to muster a legal team that can bankrupt the state. Money from corporations and their principals cannot be permitted ... | regulation of corporations | 0 | {"annotation_type": "3", "article_id": "16621568", "id": "4653", "seen_topic": "1", "split_group_id": "48ec825ec003a221d6f4cd262dca37964a204f6c612124a67b9bb967e93317de"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | food labels | 0 | {"annotation_type": "1", "article_id": "13303812", "id": "12875", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | "natural" labeling | 0 | {"annotation_type": "3", "article_id": "13303812", "id": "12876", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | healthy | 1 | {"annotation_type": "3", "article_id": "13303812", "id": "12877", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | natural | 0 | {"annotation_type": "3", "article_id": "13303812", "id": "12878", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | use of the word | 0 | {"annotation_type": "1", "article_id": "13303812", "id": "13116", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | natural labor | 0 | {"annotation_type": "3", "article_id": "13303812", "id": "13117", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | use of the word 'natural' | 0 | {"annotation_type": "3", "article_id": "13303812", "id": "13118", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | food product labelling | 0 | {"annotation_type": "2", "article_id": "13303812", "id": "13119", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
Absolutely it's needs to be defined and regulated in its use, as currently the word 'natural' when used on food products is totally confusing and meaningless. Clearly they are trying to imply the item is 'healthy' or possibly 'organic', but when you see food 'manufacturers' like Frito-Lay or Campbell's with products la... | natural | 0 | {"annotation_type": "3", "article_id": "13303812", "id": "13120", "seen_topic": "1", "split_group_id": "a60a0bcfe05e85d98922e27a20c0db35dbadb19c3490361a2b7ac1ec22130a81"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | big banks | 0 | {"annotation_type": "1", "article_id": "10944523", "id": "181", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | business | 0 | {"annotation_type": "3", "article_id": "10944523", "id": "182", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | economic bailouts | 0 | {"annotation_type": "3", "article_id": "10944523", "id": "183", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | stability of the economy | 2 | {"annotation_type": "2", "article_id": "10944523", "id": "184", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | company management | 2 | {"annotation_type": "3", "article_id": "10944523", "id": "185", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | control | 1 | {"annotation_type": "1", "article_id": "10944523", "id": "1100", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | wealth | 1 | {"annotation_type": "3", "article_id": "10944523", "id": "1101", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | bank | 0 | {"annotation_type": "2", "article_id": "10944523", "id": "1102", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
"...one must ask how much money they must make to demonstrate that they are among the best managed companies on the planet." They must make enough money to insure that they can never fail and threaten the stability of the worlds economy again. That much money. | the economy | 0 | {"annotation_type": "3", "article_id": "10944523", "id": "1103", "seen_topic": "1", "split_group_id": "ef4cc165a3fa65b49d58de405d0ea600eef33dbebb21f309996dc9e5d2d1bcd0"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | royal couple | 0 | {"annotation_type": "1", "article_id": "2850829", "id": "10830", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | the royals | 1 | {"annotation_type": "3", "article_id": "2850829", "id": "10831", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | royalty | 0 | {"annotation_type": "3", "article_id": "2850829", "id": "10832", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | royal extravagance | 0 | {"annotation_type": "2", "article_id": "2850829", "id": "10833", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | royal public relations | 0 | {"annotation_type": "3", "article_id": "2850829", "id": "10834", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | a modern family | 0 | {"annotation_type": "1", "article_id": "2850829", "id": "11033", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | royal pr | 0 | {"annotation_type": "3", "article_id": "2850829", "id": "11034", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | royals media exposure | 0 | {"annotation_type": "2", "article_id": "2850829", "id": "11035", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
The whole media mess surrounding the royals is a consequence of the promotional fervor with which royal households (aka, public relations experts) developed stage-set performances for the public to devour. Prior to the Victorian era, those elaborate and lethally expensive weddings, coronations, and funerals - and the f... | mass media | 0 | {"annotation_type": "3", "article_id": "2850829", "id": "11036", "seen_topic": "1", "split_group_id": "336b1bf257f830b2c5e5e078898f6f912732d4e31aed698b5658bddd450c16bd"} |
Violence is inherent in the sex industry only in the same way that criminality is inherent in business in Russia. All private business in Russia was illegal under communism, so when communism fell, the first and strongest entrants were people from criminal backgrounds who had already been engaging in it illegally. They... | prostituion | 1 | {"annotation_type": "1", "article_id": "6037518", "id": "661", "seen_topic": "1", "split_group_id": "bda9466304a0a043dd81418c113bf8a417854835fadeb3fb0568974ea6019a2e"} |
Violence is inherent in the sex industry only in the same way that criminality is inherent in business in Russia. All private business in Russia was illegal under communism, so when communism fell, the first and strongest entrants were people from criminal backgrounds who had already been engaging in it illegally. They... | sex industry | 1 | {"annotation_type": "3", "article_id": "6037518", "id": "662", "seen_topic": "1", "split_group_id": "bda9466304a0a043dd81418c113bf8a417854835fadeb3fb0568974ea6019a2e"} |
Violence is inherent in the sex industry only in the same way that criminality is inherent in business in Russia. All private business in Russia was illegal under communism, so when communism fell, the first and strongest entrants were people from criminal backgrounds who had already been engaging in it illegally. They... | violence | 1 | {"annotation_type": "3", "article_id": "6037518", "id": "663", "seen_topic": "1", "split_group_id": "bda9466304a0a043dd81418c113bf8a417854835fadeb3fb0568974ea6019a2e"} |
Violence is inherent in the sex industry only in the same way that criminality is inherent in business in Russia. All private business in Russia was illegal under communism, so when communism fell, the first and strongest entrants were people from criminal backgrounds who had already been engaging in it illegally. They... | violence | 0 | {"annotation_type": "2", "article_id": "6037518", "id": "664", "seen_topic": "1", "split_group_id": "bda9466304a0a043dd81418c113bf8a417854835fadeb3fb0568974ea6019a2e"} |
Violence is inherent in the sex industry only in the same way that criminality is inherent in business in Russia. All private business in Russia was illegal under communism, so when communism fell, the first and strongest entrants were people from criminal backgrounds who had already been engaging in it illegally. They... | prostitution | 0 | {"annotation_type": "3", "article_id": "6037518", "id": "665", "seen_topic": "1", "split_group_id": "bda9466304a0a043dd81418c113bf8a417854835fadeb3fb0568974ea6019a2e"} |
Red Aurebach was asked about raising the rim to neutralize some of the putative advantage held by taller players. He said, I think correctly, that raising the rim would increase that advantage, not decrease it. Are you advocating raising the rim only in the NBA? Should Division I programs also follow suit. Surely high ... | rim | 0 | {"annotation_type": "1", "article_id": "9043990", "id": "11900", "seen_topic": "1", "split_group_id": "ff3d26b5a350d3cd301e2adf7d132d5663790d7515bf2f30a86018219bb581b5"} |
Red Aurebach was asked about raising the rim to neutralize some of the putative advantage held by taller players. He said, I think correctly, that raising the rim would increase that advantage, not decrease it. Are you advocating raising the rim only in the NBA? Should Division I programs also follow suit. Surely high ... | nba | 0 | {"annotation_type": "3", "article_id": "9043990", "id": "11901", "seen_topic": "1", "split_group_id": "ff3d26b5a350d3cd301e2adf7d132d5663790d7515bf2f30a86018219bb581b5"} |
Red Aurebach was asked about raising the rim to neutralize some of the putative advantage held by taller players. He said, I think correctly, that raising the rim would increase that advantage, not decrease it. Are you advocating raising the rim only in the NBA? Should Division I programs also follow suit. Surely high ... | raising the rim | 0 | {"annotation_type": "2", "article_id": "9043990", "id": "11902", "seen_topic": "1", "split_group_id": "ff3d26b5a350d3cd301e2adf7d132d5663790d7515bf2f30a86018219bb581b5"} |
Red Aurebach was asked about raising the rim to neutralize some of the putative advantage held by taller players. He said, I think correctly, that raising the rim would increase that advantage, not decrease it. Are you advocating raising the rim only in the NBA? Should Division I programs also follow suit. Surely high ... | basketball | 0 | {"annotation_type": "3", "article_id": "9043990", "id": "11903", "seen_topic": "1", "split_group_id": "ff3d26b5a350d3cd301e2adf7d132d5663790d7515bf2f30a86018219bb581b5"} |
This is a horrible idea. Anyone who has worked on the border, or in Mexico (as I do), knows there are plenty of middle and upper-class Mexicans who come to the U.S. for an education. I think Dr. Lee is really perpetuating stereotypes here. In my opinion, affirmative action should be based on economic class, no matter w... | affirmative actions | 1 | {"annotation_type": "1", "article_id": "11673623", "id": "14142", "seen_topic": "1", "split_group_id": "c64ac84197448ea5392598cce505c1d60f609360efb53b6e93dfa4d76a7da9f4"} |
This is a horrible idea. Anyone who has worked on the border, or in Mexico (as I do), knows there are plenty of middle and upper-class Mexicans who come to the U.S. for an education. I think Dr. Lee is really perpetuating stereotypes here. In my opinion, affirmative action should be based on economic class, no matter w... | mexican immigrants | 1 | {"annotation_type": "3", "article_id": "11673623", "id": "14143", "seen_topic": "1", "split_group_id": "c64ac84197448ea5392598cce505c1d60f609360efb53b6e93dfa4d76a7da9f4"} |
This is a horrible idea. Anyone who has worked on the border, or in Mexico (as I do), knows there are plenty of middle and upper-class Mexicans who come to the U.S. for an education. I think Dr. Lee is really perpetuating stereotypes here. In my opinion, affirmative action should be based on economic class, no matter w... | mexican | 1 | {"annotation_type": "3", "article_id": "11673623", "id": "14144", "seen_topic": "1", "split_group_id": "c64ac84197448ea5392598cce505c1d60f609360efb53b6e93dfa4d76a7da9f4"} |
This is a horrible idea. Anyone who has worked on the border, or in Mexico (as I do), knows there are plenty of middle and upper-class Mexicans who come to the U.S. for an education. I think Dr. Lee is really perpetuating stereotypes here. In my opinion, affirmative action should be based on economic class, no matter w... | mexico | 1 | {"annotation_type": "2", "article_id": "11673623", "id": "14279", "seen_topic": "1", "split_group_id": "c64ac84197448ea5392598cce505c1d60f609360efb53b6e93dfa4d76a7da9f4"} |
This is a horrible idea. Anyone who has worked on the border, or in Mexico (as I do), knows there are plenty of middle and upper-class Mexicans who come to the U.S. for an education. I think Dr. Lee is really perpetuating stereotypes here. In my opinion, affirmative action should be based on economic class, no matter w... | affirmative action | 1 | {"annotation_type": "3", "article_id": "11673623", "id": "14280", "seen_topic": "1", "split_group_id": "c64ac84197448ea5392598cce505c1d60f609360efb53b6e93dfa4d76a7da9f4"} |
This is a horrible idea. Anyone who has worked on the border, or in Mexico (as I do), knows there are plenty of middle and upper-class Mexicans who come to the U.S. for an education. I think Dr. Lee is really perpetuating stereotypes here. In my opinion, affirmative action should be based on economic class, no matter w... | economic | 1 | {"annotation_type": "3", "article_id": "11673623", "id": "14281", "seen_topic": "1", "split_group_id": "c64ac84197448ea5392598cce505c1d60f609360efb53b6e93dfa4d76a7da9f4"} |
Perhaps the government should start by rating K-12 schools. Identify the myriad failing public schools -- how hard should that be? And then, give these students vouchers to give them a shot at a meaningful K-12 education, Improve K--12 education first, and then worry about the colleges. | grade colleges | 1 | {"annotation_type": "1", "article_id": "11894812", "id": "14883", "seen_topic": "1", "split_group_id": "510051f7f75db45b4144f69e58df6e5f8b1fc187ff04b6a9ad52d8e73e64d8bd"} |
Perhaps the government should start by rating K-12 schools. Identify the myriad failing public schools -- how hard should that be? And then, give these students vouchers to give them a shot at a meaningful K-12 education, Improve K--12 education first, and then worry about the colleges. | education | 1 | {"annotation_type": "3", "article_id": "11894812", "id": "14884", "seen_topic": "1", "split_group_id": "510051f7f75db45b4144f69e58df6e5f8b1fc187ff04b6a9ad52d8e73e64d8bd"} |
Perhaps the government should start by rating K-12 schools. Identify the myriad failing public schools -- how hard should that be? And then, give these students vouchers to give them a shot at a meaningful K-12 education, Improve K--12 education first, and then worry about the colleges. | identify failing k-12 schools | 1 | {"annotation_type": "2", "article_id": "11894812", "id": "14885", "seen_topic": "1", "split_group_id": "510051f7f75db45b4144f69e58df6e5f8b1fc187ff04b6a9ad52d8e73e64d8bd"} |
Perhaps the government should start by rating K-12 schools. Identify the myriad failing public schools -- how hard should that be? And then, give these students vouchers to give them a shot at a meaningful K-12 education, Improve K--12 education first, and then worry about the colleges. | k-12 schools | 1 | {"annotation_type": "3", "article_id": "11894812", "id": "14886", "seen_topic": "1", "split_group_id": "510051f7f75db45b4144f69e58df6e5f8b1fc187ff04b6a9ad52d8e73e64d8bd"} |
Two of the main reasons people switch to cannabis from pharmaceuticals and other drugs such as alcohol: less side-effects and less withdrawal: "Over 41% state that they use cannabis as a substitute for alcohol, 36.1% use cannabis as a substitute for illicit substances, and 67.8% use cannabis as a substitute for prescri... | marijuana | 1 | {"annotation_type": "1", "article_id": "18333733", "id": "5991", "seen_topic": "1", "split_group_id": "79fe797b3dba4b67d37ee06ab6fca1b23b405f2abc7ad406c59c5a13cf0d15c7"} |
Two of the main reasons people switch to cannabis from pharmaceuticals and other drugs such as alcohol: less side-effects and less withdrawal: "Over 41% state that they use cannabis as a substitute for alcohol, 36.1% use cannabis as a substitute for illicit substances, and 67.8% use cannabis as a substitute for prescri... | cannabis | 1 | {"annotation_type": "3", "article_id": "18333733", "id": "5992", "seen_topic": "1", "split_group_id": "79fe797b3dba4b67d37ee06ab6fca1b23b405f2abc7ad406c59c5a13cf0d15c7"} |
Two of the main reasons people switch to cannabis from pharmaceuticals and other drugs such as alcohol: less side-effects and less withdrawal: "Over 41% state that they use cannabis as a substitute for alcohol, 36.1% use cannabis as a substitute for illicit substances, and 67.8% use cannabis as a substitute for prescri... | cannabis use | 1 | {"annotation_type": "3", "article_id": "18333733", "id": "5993", "seen_topic": "1", "split_group_id": "79fe797b3dba4b67d37ee06ab6fca1b23b405f2abc7ad406c59c5a13cf0d15c7"} |
Two of the main reasons people switch to cannabis from pharmaceuticals and other drugs such as alcohol: less side-effects and less withdrawal: "Over 41% state that they use cannabis as a substitute for alcohol, 36.1% use cannabis as a substitute for illicit substances, and 67.8% use cannabis as a substitute for prescri... | a gateway drug | 0 | {"annotation_type": "1", "article_id": "18333733", "id": "6291", "seen_topic": "1", "split_group_id": "79fe797b3dba4b67d37ee06ab6fca1b23b405f2abc7ad406c59c5a13cf0d15c7"} |
Two of the main reasons people switch to cannabis from pharmaceuticals and other drugs such as alcohol: less side-effects and less withdrawal: "Over 41% state that they use cannabis as a substitute for alcohol, 36.1% use cannabis as a substitute for illicit substances, and 67.8% use cannabis as a substitute for prescri... | medical marijuana | 0 | {"annotation_type": "3", "article_id": "18333733", "id": "6292", "seen_topic": "1", "split_group_id": "79fe797b3dba4b67d37ee06ab6fca1b23b405f2abc7ad406c59c5a13cf0d15c7"} |
Two of the main reasons people switch to cannabis from pharmaceuticals and other drugs such as alcohol: less side-effects and less withdrawal: "Over 41% state that they use cannabis as a substitute for alcohol, 36.1% use cannabis as a substitute for illicit substances, and 67.8% use cannabis as a substitute for prescri... | medical marijuana | 1 | {"annotation_type": "2", "article_id": "18333733", "id": "6293", "seen_topic": "1", "split_group_id": "79fe797b3dba4b67d37ee06ab6fca1b23b405f2abc7ad406c59c5a13cf0d15c7"} |
Two of the main reasons people switch to cannabis from pharmaceuticals and other drugs such as alcohol: less side-effects and less withdrawal: "Over 41% state that they use cannabis as a substitute for alcohol, 36.1% use cannabis as a substitute for illicit substances, and 67.8% use cannabis as a substitute for prescri... | pain management | 1 | {"annotation_type": "3", "article_id": "18333733", "id": "6294", "seen_topic": "1", "split_group_id": "79fe797b3dba4b67d37ee06ab6fca1b23b405f2abc7ad406c59c5a13cf0d15c7"} |
I have two serious issues with plug-in cars, local and national. Locally, NH has the highest electric rates in the country (thanks, Seabrook). Nationally, plugging in is a huge waste of energy. To get a gallon of gas worth of electricity out of a wall socket, we need to put at least three gallons into the generator. Ev... | electric cars | 0 | {"annotation_type": "1", "article_id": "2654246", "id": "17920", "seen_topic": "1", "split_group_id": "19c8e26b473b5b4737f707f48e84a70df18eb3a22d326093dcab924ad177fc84"} |
I have two serious issues with plug-in cars, local and national. Locally, NH has the highest electric rates in the country (thanks, Seabrook). Nationally, plugging in is a huge waste of energy. To get a gallon of gas worth of electricity out of a wall socket, we need to put at least three gallons into the generator. Ev... | electric rates | 0 | {"annotation_type": "3", "article_id": "2654246", "id": "17921", "seen_topic": "1", "split_group_id": "19c8e26b473b5b4737f707f48e84a70df18eb3a22d326093dcab924ad177fc84"} |
I have two serious issues with plug-in cars, local and national. Locally, NH has the highest electric rates in the country (thanks, Seabrook). Nationally, plugging in is a huge waste of energy. To get a gallon of gas worth of electricity out of a wall socket, we need to put at least three gallons into the generator. Ev... | plug-in cars | 0 | {"annotation_type": "3", "article_id": "2654246", "id": "17922", "seen_topic": "1", "split_group_id": "19c8e26b473b5b4737f707f48e84a70df18eb3a22d326093dcab924ad177fc84"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | tfa | 0 | {"annotation_type": "1", "article_id": "2261031", "id": "8293", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | teacher qualification | 0 | {"annotation_type": "3", "article_id": "2261031", "id": "8294", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | teach for america | 0 | {"annotation_type": "3", "article_id": "2261031", "id": "8295", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | qualified teachers | 1 | {"annotation_type": "3", "article_id": "2261031", "id": "8296", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | the status of teachers | 0 | {"annotation_type": "1", "article_id": "2261031", "id": "8857", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | teacher pay | 0 | {"annotation_type": "3", "article_id": "2261031", "id": "8858", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | tfa | 0 | {"annotation_type": "3", "article_id": "2261031", "id": "8859", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | teach for america | 0 | {"annotation_type": "2", "article_id": "2261031", "id": "8860", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
There is currently a glut of qualified teachers. Why are we taxpayers paying millions of dollars for TFA and, here in NYC, NYC Teaching Fellows, et al while other grad students like myself are struggling to get through paying our own way and facing more and more miserable job prospects?? Why should I (and laid off teac... | trained teachers | 0 | {"annotation_type": "3", "article_id": "2261031", "id": "8861", "seen_topic": "1", "split_group_id": "797f7e4d02c1a63a3e68fecb07e45bceafcb42c59fa514213995995798520bbe"} |
Ms Ramos don't adult women have the right to decide what they do or do not want to do ? Isn't it equally coercive to restrict their freedom ? I also question the realism of your argument. AFAIK, prostitution seems to be a major sector of every known human society, in societys with strict penaltys (even death) and in so... | prostituion | 1 | {"annotation_type": "1", "article_id": "6037544", "id": "15215", "seen_topic": "1", "split_group_id": "76a82c5aca63074e10792e79f012994444a7552b24f358adae56664c4bbb3aa9"} |
Ms Ramos don't adult women have the right to decide what they do or do not want to do ? Isn't it equally coercive to restrict their freedom ? I also question the realism of your argument. AFAIK, prostitution seems to be a major sector of every known human society, in societys with strict penaltys (even death) and in so... | prostitution | 1 | {"annotation_type": "3", "article_id": "6037544", "id": "15216", "seen_topic": "1", "split_group_id": "76a82c5aca63074e10792e79f012994444a7552b24f358adae56664c4bbb3aa9"} |
Ms Ramos don't adult women have the right to decide what they do or do not want to do ? Isn't it equally coercive to restrict their freedom ? I also question the realism of your argument. AFAIK, prostitution seems to be a major sector of every known human society, in societys with strict penaltys (even death) and in so... | prostitution legalization | 1 | {"annotation_type": "2", "article_id": "6037544", "id": "15217", "seen_topic": "1", "split_group_id": "76a82c5aca63074e10792e79f012994444a7552b24f358adae56664c4bbb3aa9"} |
Ms Ramos don't adult women have the right to decide what they do or do not want to do ? Isn't it equally coercive to restrict their freedom ? I also question the realism of your argument. AFAIK, prostitution seems to be a major sector of every known human society, in societys with strict penaltys (even death) and in so... | every known human society | 1 | {"annotation_type": "3", "article_id": "6037544", "id": "15218", "seen_topic": "1", "split_group_id": "76a82c5aca63074e10792e79f012994444a7552b24f358adae56664c4bbb3aa9"} |
The best way to spur economic growth is to eliminate taxes all together. That way, we get things like roads, schools, security, and healthcare for free, and the money saved will provide a big stimulus to the economy. Something for nothing; it is a beautiful American story, isn't it? | capital gains | 0 | {"annotation_type": "1", "article_id": "6897709", "id": "7458", "seen_topic": "1", "split_group_id": "df5cd96f8ed9a7083a7e7e25de5a0d37547097ac60d6c86513cba5fb4e7a75c9"} |
The best way to spur economic growth is to eliminate taxes all together. That way, we get things like roads, schools, security, and healthcare for free, and the money saved will provide a big stimulus to the economy. Something for nothing; it is a beautiful American story, isn't it? | economic growth | 0 | {"annotation_type": "3", "article_id": "6897709", "id": "7459", "seen_topic": "1", "split_group_id": "df5cd96f8ed9a7083a7e7e25de5a0d37547097ac60d6c86513cba5fb4e7a75c9"} |
The best way to spur economic growth is to eliminate taxes all together. That way, we get things like roads, schools, security, and healthcare for free, and the money saved will provide a big stimulus to the economy. Something for nothing; it is a beautiful American story, isn't it? | tax elimination | 0 | {"annotation_type": "3", "article_id": "6897709", "id": "7460", "seen_topic": "1", "split_group_id": "df5cd96f8ed9a7083a7e7e25de5a0d37547097ac60d6c86513cba5fb4e7a75c9"} |
The best way to spur economic growth is to eliminate taxes all together. That way, we get things like roads, schools, security, and healthcare for free, and the money saved will provide a big stimulus to the economy. Something for nothing; it is a beautiful American story, isn't it? | tax | 0 | {"annotation_type": "2", "article_id": "6897709", "id": "7461", "seen_topic": "1", "split_group_id": "df5cd96f8ed9a7083a7e7e25de5a0d37547097ac60d6c86513cba5fb4e7a75c9"} |
The best way to spur economic growth is to eliminate taxes all together. That way, we get things like roads, schools, security, and healthcare for free, and the money saved will provide a big stimulus to the economy. Something for nothing; it is a beautiful American story, isn't it? | economic stimulis | 0 | {"annotation_type": "3", "article_id": "6897709", "id": "7462", "seen_topic": "1", "split_group_id": "df5cd96f8ed9a7083a7e7e25de5a0d37547097ac60d6c86513cba5fb4e7a75c9"} |
Good idea. I have always had a cat or two. While being inhumane, declawing places a cat in danger. Should my charming indoor kitty somehow escape outside, he would have no way to defend himself. Why don't humans have their finger-and tonails removed to save on manicures? Answer: they are important to the functioning an... | your cat | 1 | {"annotation_type": "1", "article_id": "17006639", "id": "6692", "seen_topic": "1", "split_group_id": "c3011c8bd4b2047e23d784086ca30161f6266dcf4b3284383e440cedab03ddce"} |
Good idea. I have always had a cat or two. While being inhumane, declawing places a cat in danger. Should my charming indoor kitty somehow escape outside, he would have no way to defend himself. Why don't humans have their finger-and tonails removed to save on manicures? Answer: they are important to the functioning an... | declawing cats | 1 | {"annotation_type": "3", "article_id": "17006639", "id": "6693", "seen_topic": "1", "split_group_id": "c3011c8bd4b2047e23d784086ca30161f6266dcf4b3284383e440cedab03ddce"} |
Good idea. I have always had a cat or two. While being inhumane, declawing places a cat in danger. Should my charming indoor kitty somehow escape outside, he would have no way to defend himself. Why don't humans have their finger-and tonails removed to save on manicures? Answer: they are important to the functioning an... | nail removal | 0 | {"annotation_type": "2", "article_id": "17006639", "id": "6694", "seen_topic": "1", "split_group_id": "c3011c8bd4b2047e23d784086ca30161f6266dcf4b3284383e440cedab03ddce"} |
Good idea. I have always had a cat or two. While being inhumane, declawing places a cat in danger. Should my charming indoor kitty somehow escape outside, he would have no way to defend himself. Why don't humans have their finger-and tonails removed to save on manicures? Answer: they are important to the functioning an... | cat | 0 | {"annotation_type": "3", "article_id": "17006639", "id": "6695", "seen_topic": "1", "split_group_id": "c3011c8bd4b2047e23d784086ca30161f6266dcf4b3284383e440cedab03ddce"} |
The mandate of private corporations is to make a profit. And if the profit is made at the EXPENSE of the society that allow the corporation to exist, well, too bad. Oil companies foul the environment. Financial companies drive the economy into the Great Recession. Airlines have no regard for the people they transport. ... | companies | 0 | {"annotation_type": "1", "article_id": "16621616", "id": "368", "seen_topic": "1", "split_group_id": "f8a4352666bd4df5933b46f84d3385c71d0db24e6eb3b28002894c31a0070f3f"} |
The mandate of private corporations is to make a profit. And if the profit is made at the EXPENSE of the society that allow the corporation to exist, well, too bad. Oil companies foul the environment. Financial companies drive the economy into the Great Recession. Airlines have no regard for the people they transport. ... | capitalism | 0 | {"annotation_type": "3", "article_id": "16621616", "id": "369", "seen_topic": "1", "split_group_id": "f8a4352666bd4df5933b46f84d3385c71d0db24e6eb3b28002894c31a0070f3f"} |
The mandate of private corporations is to make a profit. And if the profit is made at the EXPENSE of the society that allow the corporation to exist, well, too bad. Oil companies foul the environment. Financial companies drive the economy into the Great Recession. Airlines have no regard for the people they transport. ... | private corporations profit | 0 | {"annotation_type": "3", "article_id": "16621616", "id": "370", "seen_topic": "1", "split_group_id": "f8a4352666bd4df5933b46f84d3385c71d0db24e6eb3b28002894c31a0070f3f"} |
The mandate of private corporations is to make a profit. And if the profit is made at the EXPENSE of the society that allow the corporation to exist, well, too bad. Oil companies foul the environment. Financial companies drive the economy into the Great Recession. Airlines have no regard for the people they transport. ... | private corporations making profits regardless of consequences | 0 | {"annotation_type": "3", "article_id": "16621616", "id": "371", "seen_topic": "1", "split_group_id": "f8a4352666bd4df5933b46f84d3385c71d0db24e6eb3b28002894c31a0070f3f"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | foreign language classes | 1 | {"annotation_type": "1", "article_id": "20930611", "id": "3561", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | language | 1 | {"annotation_type": "3", "article_id": "20930611", "id": "3562", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | language learning | 1 | {"annotation_type": "3", "article_id": "20930611", "id": "3563", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | mandatory in college | 1 | {"annotation_type": "1", "article_id": "20930611", "id": "3576", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | learning languages is important | 1 | {"annotation_type": "3", "article_id": "20930611", "id": "3577", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | learning languages | 1 | {"annotation_type": "2", "article_id": "20930611", "id": "3578", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | learning another language | 1 | {"annotation_type": "2", "article_id": "20930611", "id": "3579", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | american society | 1 | {"annotation_type": "3", "article_id": "20930611", "id": "3580", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
One's own, and learning another language is important and a great work out for the brain! Back in the day, I learned Spanish! In retrospect Latin would have been the better way to go, since mastery of that makes learning the languages like French, Italian, Portuguese, Romanian, and Spanish, very much easier to learn! I... | latin is helpful for other languages | 1 | {"annotation_type": "3", "article_id": "20930611", "id": "3581", "seen_topic": "1", "split_group_id": "f5bc17de0b1c4d475b549d1d1e00b6c9dc8363dd7523875f341a89bf85d8aa53"} |
DR Ballantyne- Sydenhams views no longer apply to modern medicine- we have treatments now- like platelet rich plasma, LENS neurofeedback, stem cell therapy, German new medicine, neural prolotherapy, oxidized ATP, MitoQ, ESWT, acupotomy- that you and your colleagues need to learn to help people in pain. No doubt the ove... | opioid training | 1 | {"annotation_type": "1", "article_id": "18432065", "id": "19389", "seen_topic": "1", "split_group_id": "afedc11066f61f176b491d5f621ffc4c175a617517527311878b8ecd9864f0dc"} |
DR Ballantyne- Sydenhams views no longer apply to modern medicine- we have treatments now- like platelet rich plasma, LENS neurofeedback, stem cell therapy, German new medicine, neural prolotherapy, oxidized ATP, MitoQ, ESWT, acupotomy- that you and your colleagues need to learn to help people in pain. No doubt the ove... | opioid abuse | 1 | {"annotation_type": "3", "article_id": "18432065", "id": "19390", "seen_topic": "1", "split_group_id": "afedc11066f61f176b491d5f621ffc4c175a617517527311878b8ecd9864f0dc"} |
DR Ballantyne- Sydenhams views no longer apply to modern medicine- we have treatments now- like platelet rich plasma, LENS neurofeedback, stem cell therapy, German new medicine, neural prolotherapy, oxidized ATP, MitoQ, ESWT, acupotomy- that you and your colleagues need to learn to help people in pain. No doubt the ove... | modern medicine | 1 | {"annotation_type": "3", "article_id": "18432065", "id": "19391", "seen_topic": "1", "split_group_id": "afedc11066f61f176b491d5f621ffc4c175a617517527311878b8ecd9864f0dc"} |
I was a library aide in elementary school, for Mrs Archer, who treated both books and people with respect. I still have the dictionary she gave me at the end of sixth grade, when I moved up to junior high school, and another library. Mrs Archer and Mrs DeVoll, who ran the public library branch in my neighborhood, were ... | school librarians | 1 | {"annotation_type": "1", "article_id": "4063299", "id": "7692", "seen_topic": "1", "split_group_id": "6bc89ae77d7e872b2c3435907d1b5227a63b8af9c8bf7a5b71c44f692e1fb047"} |
I was a library aide in elementary school, for Mrs Archer, who treated both books and people with respect. I still have the dictionary she gave me at the end of sixth grade, when I moved up to junior high school, and another library. Mrs Archer and Mrs DeVoll, who ran the public library branch in my neighborhood, were ... | teacher | 1 | {"annotation_type": "3", "article_id": "4063299", "id": "7693", "seen_topic": "1", "split_group_id": "6bc89ae77d7e872b2c3435907d1b5227a63b8af9c8bf7a5b71c44f692e1fb047"} |
vast
VAST native human stance annotations, using original comments and topics.
Excludes type_idx=4 synthetic neutral pairs. Keeps native train/dev/test, complete original comments, annotation IDs and article IDs. Original data: https://github.com/emilyallaway/zero-shot-stance/tree/master/data/VAST. Dataset license is unspecified; no code license is applied to the comments.
Original data: original distribution. Repackaged as parquet for tasksource by scripts/repackage_dataset/stance.py.
Conversion provenance: source revisions, hashes, configuration and exclusions.
Quality status
Not selected for Tasksource training: coarse review found native training row 18506 explicitly endorsing humans being omnivores but labeled against topic omnivore (ListTopic/type 3). Labels are preserved, not repaired. Topic/stance alignment requires further validation before training use.
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