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Reliable Rubric-Based Assessment of Physics Lab Reports: Data for Machine Learning
Identification_Information:
Citation:
Citation_Information:
Originator:The Pennsylvania State University
Publication_Date:2022
Title:
Reliable Rubric-Based Assessment of Physics Lab Reports: Data for Machine Learning
Other_Citation_Details:
Authors: *Passonneau, Rebecca J.; *Li, Zhaohui; *Atil, Berk; **Koenig, Kathleen M. (*Penn State University; **University of Cincinnati)
Online_Linkage: http://www.datacommons.psu.edu
Description:
Abstract: 
This dataset documents an assessment of de-identified lab reports written by students in a large-enrollment, inquiry-oriented introductory physics class.  Students are asked to write four lab reports during the one-semester course. We conducted a post-hoc reliability study of the grades on two of the lab reports from several semesters.  To achieve reliable assessments, we created assessment rubrics that are similar to but much more detailed than the rubrics that define the expectations to students.  The dataset consists of plain text versions of the dicussion and concusion sections of the submitted reports, the grades assigned by TAs, and the assessment scores provided by the reliable raters.
Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date:2022
Currentness_Reference: 
publication date
Keywords:
Theme:
Theme_Keyword_Thesaurus:ISO 19115 Topic Categories
Theme_Keyword:society
Access_Constraints:None.
Use_Constraints: 
The University excludes any and all implied warranties, including warranties or merchantability and fitness for a particular purpose.
The University makes no warranty or representation, either express or implied, with respect to the FILES or accompanying documentation, including its quality, performance, merchantability, or fitness for a particular purpose. The FILES and documentation are provided "as is" and the USER assumes the entire risk as to its quality and performance.
The University will not be liable for any direct, indirect, special, incidental, or consequential damages arising out of the use or inability to use the FILES or any accompanying documentation.
The USER is granted permission to translate and add value to the FILES for the use of the FILES on its computer hardware; provided, however, that the USER annually notify the University of any customizing or value-adding work done.
Point_of_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person:Rebecca J. Passonneau
Contact_Organization:Penn State
Contact_Position:Department of Computer Science and Engineering
Contact_Address:
Address_Type:mailing and physical address
Address: 
W318 Westgate Bldg
City:University Park
State_or_Province:Pennsylvania
Postal_Code:16802
Country:United States
Contact_Voice_Telephone:(814) 865-9233
Contact_Electronic_Mail_Address:rjp49@psu.edu
Contact Instructions: 
URL: https://sites.psu.edu/becky/
LAB Room number: 363 Westgate
NLP Lab: https://www.nlplab.psu.edu
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Distribution_Information:
Distributor:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:Penn State Data Commons
Contact_Address:
Address_Type:mailing and physical address
Address: 
115 Land and Water Building
City:University Park
State_or_Province:Pennsylvania
Postal_Code:16802
Country:United States
Contact_Voice_Telephone:(814) 865 - 8792
Contact_Electronic_Mail_Address:datacommons@psu.edu
Distribution_Liability: 
The USER shall indemnify, save harmless, and, if requested, defend those parties involved with the development and distribution of this data, their officers, agents, and employees from and against any suits, claims, or actions for injury, death, or property damage arising out of the use of or any defect in the FILES or any accompanying documentation. Those parties involved with the development and distribution excluded any and all implied warranties, including warranties or merchantability and fitness for a particular purpose and makes no warranty or representation, either express or implied, with respect to the FILES or accompanying documentation, including its quality, performance, merchantability, or fitness for a particular purpose. The FILES and documentation are provided "as is" and the USER assumes the entire risk as to its quality and performance. Those parties involved with the development and distribution of this data will not be liable for any direct, indirect, special, incidental, or consequential damages arising out of the use or inability to use the FILES or any accompanying documentation.
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Metadata_Reference_Information:
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:Penn State Data Commons
Contact_Position:Metadata Coordinator
Contact_Address:
Address_Type:mailing address
Address: 
115 Land and Water Building
City:University Park
State_or_Province:Pennsylvania
Postal_Code:16802
Country:United States
Contact_Voice_Telephone:814-865-8792
Contact_Electronic_Mail_Address:datacommons@psu.edu
Metadata_Standard_Name:FGDC Content Standards for Digital Geospatial Metadata
Metadata_Standard_Version:FGDC-STD-001-1998
Metadata_Time_Convention:local time
Metadata_Extensions:
Profile_Name:ESRI Metadata Profile
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