evo
Let's hit the f*ken road!
it was probably originally spelt with an I but he changed it to appear all hip and secular
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it was probably originally spelt with an I but he changed it to appear all hip and secular
MaddAdam reckons as much too.it was probably originally spelt with an I but he changed it to appear all hip and secular
Mussies dont play guitar
Language from police body camera footage shows racial disparities in officer respect
Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops, even after controlling for officer race, infraction severity, stop location, and stop outcome. This paper presents a systematic analysis of officer body-worn camera footage, using computational linguistic techniques to automatically measure the respect level that officers display to community members. This work demonstrates that body camera footage can be used as a rich source of data rather than merely archival evidence, and paves the way for developing powerful language-based tools for studying and potentially improving police–community relations.
Abstract
Using footage from body-worn cameras, we analyze the respectfulness of police officer language toward white and black community members during routine traffic stops. We develop computational linguistic methods that extract levels of respect automatically from transcripts, informed by a thin-slicing study of participant ratings of officer utterances. We find that officers speak with consistently less respect toward black versus white community members, even after controlling for the race of the officer, the severity of the infraction, the location of the stop, and the outcome of the stop. Such disparities in common, everyday interactions between police and the communities they serve have important implications for procedural justice and the building of police–community trust.
http://www.pnas.org/content/early/2017/05/30/1702413114
Can't see any reference in that link to crimes committed - in this case traffic offences and offences where vehicles are involved - as pertaining to white or black. Since the implication is that black people are treated with less respect than whites, that info would be integral imo.
even after controlling for officer race, infraction severity, stop location, and stop outcome.
Can't see any reference in that link to crimes committed - in this case traffic offences and offences where vehicles are involved - as pertaining to white or black. Since the implication is that black people are treated with less respect than whites, that info would be integral imo.
Language from police body camera footage shows racial disparities in officer respect
Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops, even after controlling for officer race, infraction severity, stop location, and stop outcome. This paper presents a systematic analysis of officer body-worn camera footage, using computational linguistic techniques to automatically measure the respect level that officers display to community members. This work demonstrates that body camera footage can be used as a rich source of data rather than merely archival evidence, and paves the way for developing powerful language-based tools for studying and potentially improving police–community relations.
Abstract
Using footage from body-worn cameras, we analyze the respectfulness of police officer language toward white and black community members during routine traffic stops. We develop computational linguistic methods that extract levels of respect automatically from transcripts, informed by a thin-slicing study of participant ratings of officer utterances. We find that officers speak with consistently less respect toward black versus white community members, even after controlling for the race of the officer, the severity of the infraction, the location of the stop, and the outcome of the stop. Such disparities in common, everyday interactions between police and the communities they serve have important implications for procedural justice and the building of police–community trust.
http://www.pnas.org/content/early/2017/05/30/1702413114
"However, we found that race was not associated with the formality of officers’ utterances."Language from police body camera footage shows racial disparities in officer respect
Police officers speak significantly less respectfully to black than to white community members in everyday traffic stops, even after controlling for officer race, infraction severity, stop location, and stop outcome. This paper presents a systematic analysis of officer body-worn camera footage, using computational linguistic techniques to automatically measure the respect level that officers display to community members. This work demonstrates that body camera footage can be used as a rich source of data rather than merely archival evidence, and paves the way for developing powerful language-based tools for studying and potentially improving police–community relations.
Abstract
Using footage from body-worn cameras, we analyze the respectfulness of police officer language toward white and black community members during routine traffic stops. We develop computational linguistic methods that extract levels of respect automatically from transcripts, informed by a thin-slicing study of participant ratings of officer utterances. We find that officers speak with consistently less respect toward black versus white community members, even after controlling for the race of the officer, the severity of the infraction, the location of the stop, and the outcome of the stop. Such disparities in common, everyday interactions between police and the communities they serve have important implications for procedural justice and the building of police–community trust.
http://www.pnas.org/content/early/2017/05/30/1702413114
we showed strong evidence for racial disparities in Respect, but not in Formality: Officers’ language is less respectful when speaking to black community members."However, we found that race was not associated with the formality of officers’ utterances."
so basically an arbitrary factor of 'respect', assessed by non-present third-parties found that police are racist.
Facts
Anyone got any comments on this video?
You don't think there is a lot of trouble in the Middle East? ******* lol... The fact you see no issue with so many people supporting Sharia law is worrying. I hope you don't have a daughter or a gay son.**** it.
Any moron can see that if there were really almost 700,000,000 radical muslims, as Shapiro claims, then there would be a hell of a lot more trouble than there actually is.
My comment...I'm embarrassed for you. Your intelligence must be quite low if you have fallen for this s**t.
You don't think there is a lot of trouble in the Middle East? ******* lol... The fact you see no issue with so many people supporting Sharia law is worrying. I hope you don't have a daughter or a gay son.