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Coding with the machines: machine-assisted coding of rare event data
This article contributes to the discussion of validation of LLM classification showing that reliability varies greatly by prompt and temperature tuning, across subject areas and tasks-especially in "zero-shot" applications. The authors found that only GPT-4 approaches trained expert coders when coding contexts familiar to human coders and codes more consistently across contexts.
Date:
April 30, 2024
Creator:
Overos, Henry David; Hlatky, Roman; Pathak, Ojashwi; Goers, Harriet; Gouws-Dewar, Jordan; Smith, Katy et al.
Object Type:
Article
System:
The UNT Digital Library
Characteristics of Actors Involved in Social Protest: An Extension of the Social Conflict Analysis Database (SCAD)
Paper accompanying a presentation for the 2015 University of North Texas (UNT) Student and Faculty Research Symposium on African Studies. This paper discusses characteristics of actors involved in social protest and an extension of the social conflict analysis database.
Date:
April 11, 2015
Creator:
Naughton, Kelsey Ann
Object Type:
Paper
System:
The UNT Digital Library
Characteristics of Actors Involved in Social Protest: An Extension of the Social Conflict Analysis Database (SCAD) [Presentation]
Presentation for the 2015 University of North Texas (UNT) Student and Faculty Research Symposium on African Studies. This presentation discusses characteristics of actors involved in social protest and an extension of the social conflict analysis database (SCAD).
Date:
April 11, 2015
Creator:
Naughton, Kelsey Ann
Object Type:
Presentation
System:
The UNT Digital Library
The 2012 Republican Primaries
This presentation is part of the faculty lecture series UNT Speaks Out on the 2012 Presidential Primaries. In this presentation, the author gives the audience an overview of the structure of the primaries, and provides a recap of past primaries. The author also speaks about the money, momentum, and media attention in the primaries.
Date:
April 24, 2012
Creator:
Eshbaugh-Soha, Matthew, 1972-
Object Type:
Presentation
System:
The UNT Digital Library
Racial and Ethnic Politics in the 2012 Presidential Primaries
This presentation is part of the faculty lecture series UNT Speaks Out on the 2012 Presidential Primaries. In this presentation, the author discusses how members of different racial and ethnic backgrounds responded to the 2012 Republican primary candidates.
Date:
April 24, 2012
Creator:
Carey, Tony E.
Object Type:
Presentation
System:
The UNT Digital Library
Acquisition of Sino-Japanese Characters by Non-Native Language Students: A Primary Language Approach
Poster for the 2012 University Scholars Day at the University of North Texas. This poster discusses research on how non-native, western speakers acquire languages involving Sino/Japanese characters. Specifically, it addresses how elements from instruction in the native language and culture may be modified to enhance mastery of the given language with regard to character use and literacy.
Date:
April 19, 2012
Creator:
Posey, Eric & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Attention Black College Women: "It Is Time To Think Twice Before You Make That Choice!"
Poster presentation for the 2012 University Scholars Day at the University of North Texas. This poster discusses research on African American women on college campuses. This research consists of studying African American women on college campuses and discerning what psychological components encourage them to have premarital sex.
Date:
April 19, 2012
Creator:
Yasmeen, Frazier & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Biocompatible Graphene-based Growth of Cancer Cells: A Work in Progress
Poster presentation for the 2012 University Scholars Day at the University of North Texas. This poster discusses research on the biocompatible graphene-based growth of cancer cells. Graphene is made of a single layer of carbon atoms. Recently is has been used to successfully differentiate stem cells in neural cells.
Date:
April 19, 2012
Creator:
Parks, Melissa & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
The Changing American Family and its Consequences
Poster presentation for the 2012 University Scholars Day at the University of North Texas. This poster discusses research on the changing American family and its consequences.
Date:
April 19, 2012
Creator:
Cha, Jina & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Chiral Porphyrins as Selective Pharmaceutical Receptors
Poster presentation for the 2009 University Scholars Day at the University of North Texas discussing research on chiral porphyrins as selective pharmaceutical receptors.
Date:
April 19, 2012
Creator:
Guess, Spencer & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Could an environmental-themed dance promote audience awareness of climate change?
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on whether an environmental-themed dance could promote audience awareness of climate change and inspire viewers to live more eco-friendly lifestyles.
Date:
April 19, 2012
Creator:
Henkel, JoAnn & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Depression and Obesity: Does Depression Cause Obesity, or Obesity Cause Depression, or Both?
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on the relationship between depression and obesity.
Date:
April 19, 2012
Creator:
Battikh, Ahmed H. & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Do Collectivist Cultures Have Fewer Anxiety Problems Than Individualistic Cultures?
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on collectivist cultures and individualistic cultures.
Date:
April 19, 2012
Creator:
Resendiz, Alyssa & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Do Foster Parents View The Foster System Negatively?
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on foster care parents and their views of the foster system.
Date:
April 19, 2012
Creator:
Sampson, Rachael & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Do Open-Source Software Development Teams Have Enough Eyes?
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on open-source software and development teams.
Date:
April 19, 2012
Creator:
Widick, Logan & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Does Honesty Pay Off in Politics?
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on attitudes toward honesty in politics.
Date:
April 19, 2012
Creator:
McAlister, Lisa & Eve, Susan Brown
Object Type:
Poster
System:
The UNT Digital Library
The Effects Of Cocaine On The Development Of Maggots And The Effect On Time Of Death
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on the effects of cocaine in the development of maggots and time of death.
Date:
April 19, 2012
Creator:
MacInnis, Amber & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Film and Finances
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on film and finances.
Date:
April 19, 2012
Creator:
Sedate, Skyler & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
The Game - When Will People Learn: Democracy Just Doesn't Work
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on the game of democracy.
Date:
April 19, 2012
Creator:
Wood, Justin; Eshbaugh-Soha, Matthew, 1972- & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Images of The American Indian in Hollywood Film and Impact Upon Identity
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on images of the American Indian in Hollywood films.
Date:
April 19, 2012
Creator:
Aucoin, Martin & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Is The Future Integration Of Nanotechnology Into Osteopathic Medicine Plausible?
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on the conceptual and analytical aspects of the integration of nanotechnology into osteopathic medicine and its benefits.
Date:
April 19, 2012
Creator:
Mars, Jason & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
The Lives and Policies of John Adams and Thomas Jefferson and Their Views on Machiavelli
Poster for the 2012 University Scholars Day at the University of North Texas discussing research on the lives and policies of John Adams and Thomas Jefferson and their views on Machiavelli.
Date:
April 19, 2012
Creator:
Pierce, Emily & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Media Coverage of Modern Environmentalism
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on media coverage of modern environmentalism.
Date:
April 19, 2012
Creator:
Kettavong, Lasamee; Taylor, James David & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library
Parent's Education and Children's Test Scores
Poster presentation for the 2012 University Scholars Day at the University of North Texas discussing research on correlations between parent's education and children's test scores.
Date:
April 19, 2012
Creator:
Jennings, Garrett & Verrill, Diane
Object Type:
Poster
System:
The UNT Digital Library