Datasets:

anon-citetrace
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CiteTrace

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1	Q00001	Academia	Life & Arts	claude-haiku	Anthropic	S0421551	https://www.wcupa.edu/_services/CampusRec/facilitiesPolicies.aspx	Most university policies explicitly allow nudity in locker rooms as an exception to their general dress code requirements	10,000	121	QI5	SP2	ASF4	SD4	ST1	3	4	5	Y
2	Q00001	Academia	Life & Arts	claude-haiku	Anthropic	S0421551	https://www.wcupa.edu/_services/CampusRec/facilitiesPolicies.aspx	Personal photography and video is prohibited in locker rooms and restrooms for privacy and safety purposes	10,000	106	QI5	SP2	ASF5	SD4	ST1	3	5	5	Y
3	Q00001	Academia	Life & Arts	claude-haiku	Anthropic	S0358656	https://www.morainevalley.edu/fitrec/facilities/locker-rooms/locker-room-policies/	Cell phones and cameras may not be used in locker rooms at any time	4,218	67	QI5	SP2	ASF5	SD1	ST1	3	5	5	Y
4	Q00001	Academia	Life & Arts	claude-haiku	Anthropic	S0160206	https://universe.byu.edu/1999/11/08/letter-to-the-editor-nudity-in-the-locker-room/	While it is understandable to shower or change clothes in the locker room, users should cover themselves with a towel when walking to or from the shower and show respect for others	1,565	180	QI5	SP6	ASF5	SD8	ST1	5	5	4	Y
5	Q00001	Academia	Life & Arts	claude-sonnet	Anthropic	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Most universities have well-equipped exercise facilities, and while many faculty use the campus rec center, some faculty aren't comfortable going to a student-filled facility to exercise.	10,000	187	QI5	SP5	ASF4	SD4	ST5	4	4	2	Y
6	Q00001	Academia	Life & Arts	claude-sonnet	Anthropic	S0339892	https://www.insidehighered.com/blogs/confessions-community-college-dean/one-nudity	It can be hard to be "appropriately deanly" after showering, standing in the locker room drying off, when faculty colleagues or students walk in.	1,656	145	QI5	SP6	ASF5	SD4	ST5	5	5	2	Y
9	Q00001	Academia	Life & Arts	claude-sonnet	Anthropic	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Some university locker rooms are laid out to provide quite a bit of privacy when changing, with individual shower stalls.	10,000	121	QI5	SP5	ASF5	SD4	ST5	4	5	2	Y
12	Q00001	Academia	Life & Arts	claude-sonnet	Anthropic	S0149483	https://studentwellness.byu.edu/policies	photography or video recording is not permitted on the pool deck or inside locker rooms	10,000	87	QI5	SP2	ASF5	SD4	ST1	3	5	5	Y
13	Q00001	Academia	Life & Arts	claude-sonnet	Anthropic	S0100849	https://medium.com/@tzolper/naked-no-more-3bbbbc3873df	School officials note that some students feel uncomfortable in open showers because of low self-esteem or fear of body-shaming, suggesting some portion of students never did and never will get accustomed to being naked among peers.	6,545	231	QI5	SP6	ASF5	SD8	ST5	5	5	3	Y
14	Q00001	Academia	Life & Arts	gemini-flash	Google	S0268772	https://www.thepolitesociety.com/etiquette-tips-2/at-the-gym-locker-room-etiquette	In these cases, seeing others undressed is considered an inherent part of using a public gym.	6,696	93	QI5	SP2	ASF4	SD8	ST5	3	4	3	Y
15	Q00001	Academia	Life & Arts	gemini-flash	Google	S0268772	https://www.thepolitesociety.com/etiquette-tips-2/at-the-gym-locker-room-etiquette	Awkwardness:** Students may feel uncomfortable seeing someone who grades their work in a vulnerable state.	6,696	106	QI5	SP2	ASF1	SD8	ST5	3	1	3	Y
16	Q00001	Academia	Life & Arts	gemini-flash	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Minimize Exposure:** Use private changing stalls or shower curtains if available.	104	81	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
17	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Generally, there is no official, legal, or policy-based problem with students and faculty seeing each other naked in a university gym locker room	104	145	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
18	Q00001	Academia	Life & Arts	gemini-pro	Google	S0208237	https://www.reddit.com/r/Professors/comments/1041smp/do_any_of_you_use_your_campus_gym_or_weight_room/	Generally, there is no official, legal, or policy-based problem with students and faculty seeing each other naked in a university gym locker room	331	145	QI5	SP5	ASF1	SD10	ST4	4	1	4	Y
19	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Faculty and staff are members of the campus community and are typically encouraged to use university recreation centers	104	119	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
20	Q00001	Academia	Life & Arts	gemini-pro	Google	S0178006	https://www.reddit.com/r/Professors/comments/1ejyzzd/using_the_campus_gym/	Faculty and staff are members of the campus community and are typically encouraged to use university recreation centers	1,119	119	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
21	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	However, while it is not against the rules, it is a well-known source of social awkwardness and can raise questions about professional boundaries	104	145	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
22	Q00001	Academia	Life & Arts	gemini-pro	Google	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	However, while it is not against the rules, it is a well-known source of social awkwardness and can raise questions about professional boundaries	10,000	145	QI5	SP5	ASF5	SD4	ST5	4	5	2	Y
23	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Social Awkwardness The primary "problem" is psychological comfort	104	65	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
24	Q00001	Academia	Life & Arts	gemini-pro	Google	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Social Awkwardness The primary "problem" is psychological comfort	10,000	65	QI5	SP5	ASF1	SD4	ST5	4	1	2	Y
25	Q00001	Academia	Life & Arts	gemini-pro	Google	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Seeing an authority figure—or conversely, a student you are currently grading—naked can be jarring for both parties	10,000	115	QI5	SP5	ASF4	SD4	ST5	4	4	2	Y
26	Q00001	Academia	Life & Arts	gemini-pro	Google	S0251113	https://www.reddit.com/r/PhD/comments/z0g936/my_roommate_told_me_its_weird_for_a_ta_to_go_to/	Seeing an authority figure—or conversely, a student you are currently grading—naked can be jarring for both parties	950	115	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
27	Q00001	Academia	Life & Arts	gemini-pro	Google	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	It is a frequent topic of humorous or anxious discussion on college campuses, with many professors admitting they dread running into their students in the locker room	10,000	166	QI5	SP5	ASF5	SD4	ST5	4	5	2	Y
28	Q00001	Academia	Life & Arts	gemini-pro	Google	S0178006	https://www.reddit.com/r/Professors/comments/1ejyzzd/using_the_campus_gym/	It is a frequent topic of humorous or anxious discussion on college campuses, with many professors admitting they dread running into their students in the locker room	1,119	166	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
29	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Professional Boundaries and Power Dynamics While simply being naked in a designated changing area is not an ethical violation, the inherent power dynamic between a professor and a student means faculty must be mindful of their behavior	104	235	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
30	Q00001	Academia	Life & Arts	gemini-pro	Google	S0251113	https://www.reddit.com/r/PhD/comments/z0g936/my_roommate_told_me_its_weird_for_a_ta_to_go_to/	Initiating a conversation about a student's grades, assignments, or academic future while one or both parties are undressed crosses a professional boundary and can make the student feel highly uncomfortable or cornered	950	218	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
31	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Title IX and Comfort:** If a faculty member's behavior in a locker room crosses the line from simply changing clothes into lingering, staring, or making inappropriate comments, it could easily lead to a Title IX complaint or an HR investigation	104	244	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
32	Q00001	Academia	Life & Arts	gemini-pro	Google	S0251152	https://studentaffairs.loyno.edu/title-ix/title-ix-faq	Title IX and Comfort:** If a faculty member's behavior in a locker room crosses the line from simply changing clothes into lingering, staring, or making inappropriate comments, it could easily lead to a Title IX complaint or an HR investigation	4,754	244	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
33	Q00001	Academia	Life & Arts	gemini-pro	Google	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	How Universities and Individuals Handle It Because this awkwardness is so universally recognized, both universities and individuals usually take steps to mitigate it: Separate Facilities:** Many universities proactively design their recreation centers with separate locker rooms specifically designated for faculty and s...	10,000	324	QI5	SP5	ASF1	SD4	ST5	4	1	2	Y
34	Q00001	Academia	Life & Arts	gemini-pro	Google	S0208237	https://www.reddit.com/r/Professors/comments/1041smp/do_any_of_you_use_your_campus_gym_or_weight_room/	How Universities and Individuals Handle It Because this awkwardness is so universally recognized, both universities and individuals usually take steps to mitigate it: Separate Facilities:** Many universities proactively design their recreation centers with separate locker rooms specifically designated for faculty and s...	331	324	QI5	SP5	ASF1	SD10	ST4	4	1	4	Y
35	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Private Stalls:** Modern university gyms are increasingly moving toward universal design, offering private, floor-to-ceiling changing stalls and single-occupancy showers to provide privacy for everyone, regardless of their status	104	229	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
36	Q00001	Academia	Life & Arts	gemini-pro	Google	S0174646	https://www.kaltmanlaw.com/post/title-ix/how-should-schools-handle-bathroom-or-locker-room-incidents-under-title-ix	Private Stalls:** Modern university gyms are increasingly moving toward universal design, offering private, floor-to-ceiling changing stalls and single-occupancy showers to provide privacy for everyone, regardless of their status	10,000	229	QI5	SP2	ASF1	SD2	ST6	3	1	2	Y
37	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Strategic Timing:** Faculty members who use shared student locker rooms often choose to work out early in the morning or during off-peak hours to minimize the chances of running into their students	104	197	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
39	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	The "Head Down" Approach:** When encounters do happen, the unwritten rule is to avoid eye contact, keep any necessary greetings brief and strictly professional, and change as quickly as possible	104	194	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
40	Q00001	Academia	Life & Arts	gemini-pro	Google	S0208237	https://www.reddit.com/r/Professors/comments/1041smp/do_any_of_you_use_your_campus_gym_or_weight_room/	The "Head Down" Approach:** When encounters do happen, the unwritten rule is to avoid eye contact, keep any necessary greetings brief and strictly professional, and change as quickly as possible	331	194	QI5	SP5	ASF1	SD10	ST4	4	1	4	Y
41	Q00001	Academia	Life & Arts	gemini-pro	Google	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	As long as both parties mind their own business and adhere to standard locker room etiquette, it is simply a normal—if occasionally uncomfortable—part of campus life	104	165	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
42	Q00001	Academia	Life & Arts	gemini-pro	Google	S0178006	https://www.reddit.com/r/Professors/comments/1ejyzzd/using_the_campus_gym/	As long as both parties mind their own business and adhere to standard locker room etiquette, it is simply a normal—if occasionally uncomfortable—part of campus life	1,119	165	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
43	Q00001	Academia	Life & Arts	gpt-5-mini	OpenAI	S0315673	https://www.ed.gov/about/offices/list/ocr/docs/shguide.html	Short answer: Yes — there can be real legal, policy, privacy, and ethical problems when students see faculty naked in a university gym or locker room. Which problems apply depends on context (was it accidental, routine, or repeated; was it in a mixed‑sex space; were there comments/photographs/pressure; was the faculty ...	10,000	376	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
44	Q00001	Academia	Life & Arts	gpt-5-mini	OpenAI	S0315673	https://www.ed.gov/about/offices/list/ocr/docs/shguide.html	- Power imbalance and professional boundaries: faculty have authority over students (grades, recommendations, supervision); nudity that involves or is seen by students can create or be perceived as a coercive or exploitative situation. Many campus sexual‑misconduct policies explicitly note power imbalances.	10,000	308	QI5	SP2	ASF2	SD4	ST1	3	2	5	Y
45	Q00001	Academia	Life & Arts	gpt-5-mini	OpenAI	S0315673	https://www.ed.gov/about/offices/list/ocr/docs/shguide.html	- Sexual‑harassment / Title IX risk: unwanted exposure, repeated sexualized behavior, or conduct creating a hostile environment can be sex discrimination under Title IX and trigger institutional or federal investigation. Universities have been investigated or sanctioned in athletics/locker‑room contexts for similar con...	10,000	325	QI5	SP2	ASF5	SD4	ST1	3	5	5	Y
46	Q00001	Academia	Life & Arts	gpt-5-mini	OpenAI	S0418127	https://www.usf.edu/student-affairs/campus-rec/welcome/policies.aspx	- Privacy and safety rules: most campuses prohibit photography/filming in locker rooms and maintain privacy expectations for changing/shower areas; violations can lead to discipline beyond Title IX (student conduct, employment actions).	10,000	236	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
48	Q00001	Academia	Life & Arts	gpt-5-mini	OpenAI	S0315673	https://www.ed.gov/about/offices/list/ocr/docs/shguide.html	4. If you want, you can also file a complaint with the U.S. Department of Education, Office for Civil Rights — that’s an option if you believe the institution is not handling the issue.	10,000	185	QI5	SP2	ASF5	SD4	ST1	3	5	5	Y
49	Q00001	Academia	Life & Arts	gpt-5-mini	OpenAI	S0051918	https://emerson.edu/index.php/policies/policy-against-discrimination-harassment-sexual-violence	If you must be in student locker rooms for a legitimate work reason, follow institutional guidance (same‑sex chaperone, advance notice, etc.). Policies on appropriate conduct and avoiding power‑based misconduct are common.	10,000	222	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
50	Q00001	Academia	Life & Arts	gpt-5-mini	OpenAI	S0315673	https://www.ed.gov/about/offices/list/ocr/docs/shguide.html	The latter are much more likely to trigger discipline or legal action. Universities must balance privacy, safety, and anti‑discrimination obligations.	10,000	150	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
51	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	No, there isn't a fundamental legal or policy problem in most cases, but potential social, privacy, and professional concerns exist depending on the university's setup and individual comfort levels.	104	198	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
52	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	In shared university gyms with open, sex-segregated showers or locker rooms (common in many institutions), nudity is expected among users, including faculty and adult students (undergrads and grads). Multiple discussions emphasize that professors are ordinary people who gym like anyone else, and such encounters don't i...	104	431	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
53	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Multiple discussions emphasize that professors are ordinary people who gym like anyone else, and such encounters don't inherently disrupt professional dynamics—students are adults, and casual nudity in these contexts is non-sexual. For instance, on Academia Stack Exchange, most responders (9 answers) called it overthin...	104	455	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
54	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	- Privacy and safety risks: Open showers lack partitions, enabling harassment, gossip about bodies, or covert filming despite no-phone signs (often ignored). A disgruntled student could record and share a video, leading to embarrassment or scandals; faculty might expose scars, medical devices, etc. Legal experts no...	104	409	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
56	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	- Awkwardness/power dynamics: Some students (or faculty) find it uncomfortable seeing an authority figure naked, potentially leading to mockery, snickering in class, or perceived weirdness, though rarely escalating.	104	219	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
57	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	- University variations: Some schools mitigate this with faculty/staff-only locker rooms (e.g., UT Austin, Auburn University, University of Texas at Austin's Gregory Gym, Illinois State), accessed via secure entry or membership perks, partly to avoid these issues.	104	268	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
58	Q00001	Academia	Life & Arts	grok-nr	xAI	S0382560	https://www.recwellness.auburn.edu/member-guidelines	- University variations: Some schools mitigate this with faculty/staff-only locker rooms (e.g., UT Austin, Auburn University, University of Texas at Austin's Gregory Gym, Illinois State), accessed via secure entry or membership perks, partly to avoid these issues.	9,579	268	QI5	SP2	ASF5	SD4	ST1	3	5	5	Y
59	Q00001	Academia	Life & Arts	grok-nr	xAI	S0418754	https://www.utrecsports.org/memberships/current-ut-faculty-and-staff	- University variations: Some schools mitigate this with faculty/staff-only locker rooms (e.g., UT Austin, Auburn University, University of Texas at Austin's Gregory Gym, Illinois State), accessed via secure entry or membership perks, partly to avoid these issues.	3,471	268	QI5	SP1	ASF5	SD4	ST1	2	5	5	Y
60	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	- University variations: Some schools mitigate this with faculty/staff-only locker rooms (e.g., UT Austin, Auburn University, University of Texas at Austin's Gregory Gym, Illinois State), accessed via secure entry or membership perks, partly to avoid these issues. No broad policy bans faculty use of student gyms; g...	104	386	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
61	Q00001	Academia	Life & Arts	grok-nr	xAI	S0410041	https://www.theatlantic.com/family/2025/11/naked-locker-room-end/684907	Broader context**: Locker room nudity is declining culturally (e.g., private stalls in "universal" gender-inclusive designs at universities like UW Seattle or UC Berkeley), driven by modesty, body image, and inclusivity concerns.	10,000	229	QI5	SP2	ASF5	SD8	ST3	3	5	4	Y
62	Q00001	Academia	Life & Arts	grok-nr	xAI	S0347881	https://www.ksdk.com/article/news/crime/police-missouri-state-professor-took-covert-photos-of-men-in-locker-rooms/63-282213773	Broader context**: Locker room nudity is declining culturally (e.g., private stalls in "universal" gender-inclusive designs at universities like UW Seattle or UC Berkeley), driven by modesty, body image, and inclusivity concerns. Rare crimes (e.g., professors filming in locker rooms) highlight risks but aren't specific...	2,278	347	QI5	SP4	ASF1	SD2	ST3	3	1	3	Y
63	Q00001	Academia	Life & Arts	grok-nr	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	If your gym lacks partitions or separate faculty areas, consider early/late visits, towels for cover, or off-campus options for peace of mind—no formal prohibition exists, but personal/university policy checks are wise.	104	219	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
64	Q00001	Academia	Life & Arts	grok-r	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	No, there is no inherent legal, policy, or ethical problem with students seeing faculty naked in a university gym locker room, provided it's a shared facility with traditional open showers or changing areas, and there's no inappropriate behavior like staring, lingering, or harassment.	104	285	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
65	Q00001	Academia	Life & Arts	grok-r	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Locker rooms often feature communal showers where nudity is expected and normalized, especially in gender-segregated spaces. Students are adults (typically 18+), and incidental nudity is part of the gym experience.	104	214	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
67	Q00001	Academia	Life & Arts	grok-r	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	- Examples: At places like UT Austin, gyms are shared, though some have partial faculty sections.	104	97	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
68	Q00001	Academia	Life & Arts	grok-r	xAI	S0385828	https://www.reddit.com/r/PhD/comments/z0g936/my_roommate_told_me_its_weird_for_a_ta_to_go_to	- Examples: At places like UT Austin, gyms are shared, though some have partial faculty sections. Professors and TAs commonly work out there without issue.	950	155	QI5	SP5	ASF3	SD4	ST4	4	3	3	Y
69	Q00001	Academia	Life & Arts	grok-r	xAI	S0416387	https://www.uh.edu/recreation/facilities/policies	- No Specific Prohibitions: University rec center policies focus on photos, opposite-sex access (e.g., kids over 5 not allowed in opposite locker rooms), or general conduct, but don't ban faculty nudity.	10,000	207	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
70	Q00001	Academia	Life & Arts	grok-r	xAI	S0418753	https://www.utrecsports.org/facilities/facility-guidelines	- No Specific Prohibitions: University rec center policies focus on photos, opposite-sex access (e.g., kids over 5 not allowed in opposite locker rooms), or general conduct, but don't ban faculty nudity.	9,039	207	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
72	Q00001	Academia	Life & Arts	grok-r	xAI	S0384253	https://www.reddit.com/r/CommunalShowers/comments/1of7la3/been_seeing_a_professor_in_the_communal_shower	- Community Experiences: - Professors report running into students naked (or vice versa) routinely, with minimal awkwardness.	251	129	QI5	SP5	ASF1	SD8	ST4	4	1	3	Y
74	Q00001	Academia	Life & Arts	grok-r	xAI	S0385828	https://www.reddit.com/r/PhD/comments/z0g936/my_roommate_told_me_its_weird_for_a_ta_to_go_to	- Reddit users (students and faculty) describe it as "no big deal," though some find it surprising at first.	950	108	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
75	Q00001	Academia	Life & Arts	grok-r	xAI	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	- Blogs note faculty sometimes prefer off-campus gyms to avoid it, but on-campus is common and accepted.	10,000	104	QI5	SP5	ASF4	SD4	ST5	4	4	2	Y
76	Q00001	Academia	Life & Arts	grok-r	xAI	S0385828	https://www.reddit.com/r/PhD/comments/z0g936/my_roommate_told_me_its_weird_for_a_ta_to_go_to	- Power Dynamics and Comfort: Faculty hold authority, so some students might feel uneasy (e.g., avoiding eye contact or conversation while naked). A few anecdotes mention awkward encounters, like prolonged exposure.	950	219	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
77	Q00001	Academia	Life & Arts	grok-r	xAI	S0410129	https://www.thebeaverton.com/2017/01/local-student-unsure-say-hi-nude-prof-gym	- Power Dynamics and Comfort: Faculty hold authority, so some students might feel uneasy (e.g., avoiding eye contact or conversation while naked). A few anecdotes mention awkward encounters, like prolonged exposure.	1,485	219	QI5	SP4	ASF4	SD8	ST3	3	4	4	Y
78	Q00001	Academia	Life & Arts	grok-r	xAI	S0048373	https://drbecca.scientopia.org/2011/08/30/on-being-half-naked-in-front-of-undergrads	- Separate Facilities: Some unis (e.g., certain staff locker rooms) provide options to avoid mixing.	3,004	104	QI5	SP5	ASF1	SD8	ST5	4	1	3	Y
79	Q00001	Academia	Life & Arts	grok-r	xAI	S0389307	https://www.reddit.com/r/over60/comments/1pklt9h/male_locker_room_modesty_is_this_a_new_thing	- Cultural/Generational Shifts: Nudity in locker rooms is declining (more stalls/privacy), and younger gens may prefer modesty.	874	131	QI5	SP5	ASF5	SD8	ST4	4	5	3	Y
80	Q00001	Academia	Life & Arts	grok-r	xAI	S0161253	https://usustatesman.com/letter-stop-the-nudity-in-locker-rooms	- Cultural/Generational Shifts: Nudity in locker rooms is declining (more stalls/privacy), and younger gens may prefer modesty. Complaints exist about general nudity, not faculty-specific.	1,574	192	QI5	SP6	ASF1	SD8	ST5	5	1	3	Y
82	Q00001	Academia	Life & Arts	grok-r	xAI	S0003952	https://academia.stackexchange.com/questions/137708/is-there-any-problem-with-students-seeing-faculty-naked-in-university-gym	Bottom Line**: Faculty are regular gym users like anyone else—naked bodies happen in locker rooms. It's not unprofessional unless escalated. If concerned, check your gym's rules, use stalls if available, or go off-peak.	104	219	QI5	SP5	ASF1	SD4	ST4	4	1	3	Y
83	Q00001	Academia	Life & Arts	sonar	Perplexity	S0149457	https://studentprivacy.ed.gov/guidance	No, there is no problem under federal student privacy laws like FERPA (Family Educational Rights and Privacy Act), as seeing faculty naked in a university gym does not involve disclosure of protected student education records.	10,000	234	QI5	SP2	ASF1	SD2	ST1	3	1	5	Y
84	Q00001	Academia	Life & Arts	sonar	Perplexity	S0132744	https://records.nmsu.edu/ferpa.html	No, there is no problem under federal student privacy laws like FERPA (Family Educational Rights and Privacy Act), as seeing faculty naked in a university gym does not involve disclosure of protected student education records.	10,000	234	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
85	Q00001	Academia	Life & Arts	sonar	Perplexity	S0149455	https://studentprivacy.ed.gov/ferpa	No, there is no problem under federal student privacy laws like FERPA (Family Educational Rights and Privacy Act), as seeing faculty naked in a university gym does not involve disclosure of protected student education records.	10,000	234	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
86	Q00001	Academia	Life & Arts	sonar	Perplexity	S0133019	https://registrar.indiana.edu/policies/ferpa/student-privacy-faculty.html	No, there is no problem under federal student privacy laws like FERPA (Family Educational Rights and Privacy Act), as seeing faculty naked in a university gym does not involve disclosure of protected student education records.	4,923	234	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
87	Q00001	Academia	Life & Arts	sonar	Perplexity	S0062826	https://epic.org/family-educational-rights-and-privacy-act-ferpa/	No, there is no problem under federal student privacy laws like FERPA (Family Educational Rights and Privacy Act), as seeing faculty naked in a university gym does not involve disclosure of protected student education records.	10,000	234	QI5	SP2	ASF1	SD2	ST1	3	1	5	Y
88	Q00001	Academia	Life & Arts	sonar	Perplexity	S0132744	https://records.nmsu.edu/ferpa.html	FERPA strictly protects the confidentiality of student education records—such as grades, coursework, disciplinary information, and personally identifiable data tied to academic performance—but does not regulate incidental, non-educational exposures like nudity in shared facilities such as gyms or locker rooms.	10,000	315	QI5	SP2	ASF5	SD4	ST1	3	5	5	Y
89	Q00001	Academia	Life & Arts	sonar	Perplexity	S0133019	https://registrar.indiana.edu/policies/ferpa/student-privacy-faculty.html	FERPA strictly protects the confidentiality of student education records—such as grades, coursework, disciplinary information, and personally identifiable data tied to academic performance—but does not regulate incidental, non-educational exposures like nudity in shared facilities such as gyms or locker rooms.	4,923	315	QI5	SP2	ASF2	SD4	ST1	3	2	5	Y
90	Q00001	Academia	Life & Arts	sonar	Perplexity	S0159416	https://uapshandbook.umn.edu/teaching-your-class/privacy-policies-students	FERPA strictly protects the confidentiality of student education records—such as grades, coursework, disciplinary information, and personally identifiable data tied to academic performance—but does not regulate incidental, non-educational exposures like nudity in shared facilities such as gyms or locker rooms.	1,469	315	QI5	SP2	ASF2	SD2	ST1	3	2	5	Y
91	Q00001	Academia	Life & Arts	sonar	Perplexity	S0159544	https://uec.rutgers.edu/programs-2/ferpa-student-privacy/for-faculty-and-staff/	FERPA strictly protects the confidentiality of student education records—such as grades, coursework, disciplinary information, and personally identifiable data tied to academic performance—but does not regulate incidental, non-educational exposures like nudity in shared facilities such as gyms or locker rooms.	4,218	315	QI5	SP2	ASF1	SD2	ST1	3	1	5	Y
92	Q00001	Academia	Life & Arts	sonar	Perplexity	S0149457	https://studentprivacy.ed.gov/guidance	FERPA strictly protects the confidentiality of student education records—such as grades, coursework, disciplinary information, and personally identifiable data tied to academic performance—but does not regulate incidental, non-educational exposures like nudity in shared facilities such as gyms or locker rooms.[3][6...	10,000	567	QI5	SP2	ASF4	SD2	ST1	3	4	5	Y
93	Q00001	Academia	Life & Arts	sonar	Perplexity	S0132744	https://records.nmsu.edu/ferpa.html	FERPA strictly protects the confidentiality of student education records—such as grades, coursework, disciplinary information, and personally identifiable data tied to academic performance—but does not regulate incidental, non-educational exposures like nudity in shared facilities such as gyms or locker rooms.[3][6...	10,000	567	QI5	SP2	ASF5	SD4	ST1	3	5	5	Y
94	Q00001	Academia	Life & Arts	sonar	Perplexity	S0354226	https://www.masterlylegal.com/the-ferpa-fine-print-what-most-colleges-get-wrong-about-student-privacy	FERPA strictly protects the confidentiality of student education records—such as grades, coursework, disciplinary information, and personally identifiable data tied to academic performance—but does not regulate incidental, non-educational exposures like nudity in shared facilities such as gyms or locker rooms.[3][6...	10,000	567	QI5	SP2	ASF5	SD2	ST6	3	5	2	Y
95	Q00001	Academia	Life & Arts	sonar	Perplexity	S0149452	https://studentprivacy.ed.gov	Potential issues, if any, would stem from university-specific policies on conduct, harassment, or facilities use (e.g., designated hours for faculty vs. students), rather than privacy statutes. No search results indicate FERPA or similar laws addressing nudity or gym etiquette in this context.	1,487	294	QI5	SP2	ASF1	SD4	ST1	3	1	5	Y
97	Q00001	Academia	Life & Arts	sonar	Perplexity	S0159544	https://uec.rutgers.edu/programs-2/ferpa-student-privacy/for-faculty-and-staff/	Potential issues, if any, would stem from university-specific policies on conduct, harassment, or facilities use (e.g., designated hours for faculty vs. students), rather than privacy statutes. No search results indicate FERPA or similar laws addressing nudity or gym etiquette in this context.	4,218	294	QI5	SP2	ASF1	SD2	ST1	3	1	5	Y
98	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Primary concerns** include comfort with being exposed in front of students and potential awkwardness about the power dynamics involved.	10,000	135	QI5	SP5	ASF5	SD4	ST5	4	5	2	Y
99	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Primary concerns** include comfort with being exposed in front of students and potential awkwardness about the power dynamics involved. Some faculty worry about student reactions to seeing them in vulnerable situations, preferring the gym to remain a space separate from their academic role.	10,000	291	QI5	SP5	ASF5	SD4	ST5	4	5	2	Y
100	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Some faculty worry about student reactions to seeing them in vulnerable situations, preferring the gym to remain a space separate from their academic role. Additionally, some faculty express discomfort about showering with students and cite concerns about locker room privacy.	10,000	276	QI5	SP5	ASF5	SD4	ST5	4	5	2	Y
101	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Additionally, some faculty express discomfort about showering with students and cite concerns about locker room privacy. One female faculty member mentioned anxiety about visible C-section scars and stretch marks being seen by students, fearing it might negatively impact students' perceptions.	10,000	294	QI5	SP5	ASF5	SD4	ST5	4	5	2	Y
102	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	However, other faculty regard this as a non-issue, noting that basic etiquette (wearing a towel, not parading around nude) is sufficient to manage any awkwardness.	10,000	167	QI5	SP5	ASF2	SD4	ST5	4	2	2	Y
103	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	However, other faculty regard this as a non-issue, noting that basic etiquette (wearing a towel, not parading around nude) is sufficient to manage any awkwardness. Some departments have addressed these concerns by establishing separate facilities for faculty and staff, recognizing that some faculty aren't comfo...	10,000	396	QI5	SP5	ASF1	SD4	ST5	4	1	2	Y
104	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	Some departments have addressed these concerns by establishing separate facilities for faculty and staff, recognizing that some faculty aren't comfortable using student-dominated recreation centers even for clothed exercise. At some universities, facilities are designed with greater privacy in locker rooms and indi...	10,000	362	QI5	SP5	ASF1	SD4	ST5	4	1	2	Y
105	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0001305	http://science-professor.blogspot.com/2007/12/working-out-with-students.html	The extent to which this is actually a "problem" appears to depend on individual faculty comfort levels and institutional responses. While some universities have responded by creating faculty-only facilities or dedicated hours, others maintain mixed-use gyms without reported significant issues.	10,000	295	QI5	SP5	ASF1	SD4	ST5	4	1	2	Y
106	Q00001	Academia	Life & Arts	sonar-rp	Perplexity	S0048374	https://drbecca.scientopia.org/2011/08/30/on-being-half-naked-in-front-of-undergrads/	The extent to which this is actually a "problem" appears to depend on individual faculty comfort levels and institutional responses. While some universities have responded by creating faculty-only facilities or dedicated hours, others maintain mixed-use gyms without reported significant issues.	3,004	295	QI5	SP5	ASF1	SD10	ST5	4	1	4	Y
107	Q00002	Academia	Life & Arts	claude-haiku	Anthropic	S0120077	https://pmc.ncbi.nlm.nih.gov/articles/PMC2630138/	Prior knowledge from previous courses significantly influences student achievement, with procedural knowledge being especially related to student achievement.	10,000	158	QI4	SP2	ASF5	SD1	ST2	4	5	5	Y
108	Q00002	Academia	Life & Arts	claude-haiku	Anthropic	S0120077	https://pmc.ncbi.nlm.nih.gov/articles/PMC2630138/	The amount and quality of prior knowledge positively influence both knowledge acquisition and the capacity to apply higher-order cognitive problem-solving skills.	10,000	162	QI4	SP2	ASF5	SD1	ST2	4	5	5	Y
109	Q00002	Academia	Life & Arts	claude-haiku	Anthropic	S0101431	https://medium.com/launch-school/just-in-time-learning-f6a10886ddfe	Slowly mastering fundamentals is what unleashes fast just-in-time learning.	9,757	75	QI4	SP2	ASF5	SD4	ST5	4	5	2	Y
110	Q00002	Academia	Life & Arts	claude-haiku	Anthropic	S0101431	https://medium.com/launch-school/just-in-time-learning-f6a10886ddfe	most candidates lack the prerequisite skills to actually deliver on promises to learn on the job.	9,757	97	QI4	SP2	ASF5	SD4	ST5	4	5	2	Y
112	Q00002	Academia	Life & Arts	claude-haiku	Anthropic	S0332874	https://www.growthengineering.co.uk/what-is-just-in-time-learning/	A lag between learning and application typically results in lower retention of knowledge or skill, while just-in-time training supports immediate reinforcement that helps transfer new information to long-term memory.	10,000	216	QI4	SP2	ASF5	SD4	ST6	4	5	3	Y
113	Q00002	Academia	Life & Arts	claude-haiku	Anthropic	S0022880	https://blog.elblearning.com/just-in-time-learning-vs-training-we-need-both	Formal training is needed to build foundational knowledge, and when learners struggle with application, performance support tools enable just-in-time learning, which allows them to apply the knowledge from formal training.	5,627	222	QI4	SP2	ASF5	SD4	ST5	4	5	2	Y

End of preview. Expand in Data Studio

CiteTrace

A citation-level dataset of 761,495 evaluable (query, source, answer) triples from 10 search-augmented LLMs answering 11,200 Stack Exchange questions across 28 sites (technical and academic communities are over-represented).

File	Rows	Cols	Description
`data/queries.parquet`	11,200	6	Stack Exchange questions, 400 per site × 28 sites
`data/sources.parquet`	231,105	9	Cited URLs with crawl status and labels
`data/citations.parquet`	761,495	8	Evaluable citation triples
`data/model_responses.parquet`	112,000	3	Raw LLM responses (10 models × 11,200 queries)
`data/analysis_master.parquet`	761,495	20	Main analysis table — joined and scored
`data/ipam_human_eval.parquet`	30	8	IPAM matrix human validation (N=10 per cell)
`data/ssm_human_eval.parquet`	60	10	SSM matrix human validation (N=10 per cell)
`data/qi_human_eval.parquet`	200	6	Per-axis judge validation: QI — GPT-4o-mini label + 3 human raters
`data/sp_human_eval.parquet`	200	6	Per-axis judge validation: SP — GPT-4o-mini label + 3 human raters
`data/sd_human_eval.parquet`	200	6	Per-axis judge validation: SD — GPT-4o-mini label + 3 human raters
`data/st_human_eval.parquet`	200	6	Per-axis judge validation: ST — GPT-4o-mini label + 3 human raters
`data/asf_human_eval.parquet`	200	6	Per-axis judge validation: ASF — GPT-4o-mini label + 3 human raters
`scoring_matrices/{ipam,ssm}_matrix.tsv`	30 / 60	—	Lookup tables for `ipam_score`, `ssm_score`
`site_topology/se_official_audience.json`	28	—	Stack Exchange API snapshot

Full column schema and RAI fields (collection, annotation, biases, PII, social impact, maintenance) are in croissant.json (Croissant 1.1 + RAI 1.0). Join keys: query_id links queries ↔ citations ↔ analysis_master; url_id links sources ↔ citations ↔ analysis_master.

Loading the data

from datasets import load_dataset

# Main analysis table (one row per evaluable citation)
ds = load_dataset("anon-citetrace/CiteTrace", "analysis_master", split="train")
print(ds[0])

Other configs: queries, sources, citations, model_responses, ipam_human_eval, ssm_human_eval, qi_human_eval, sp_human_eval, sd_human_eval, st_human_eval, asf_human_eval.

Taxonomy and scoring

Axis	Codes	Labels
Query Intent (QI)	QI1..QI5	Factoid, Explanation, Instruction, Comparison, Opinion
Source Purpose (SP)	SP1..SP6	To Promote, To Inform, To Instruct, To Report, To Discuss, To Opine
Answer-Source Fidelity (ASF)	ASF1..ASF5	Fabricated, Misattributed, Contradicted, Amplified, Supported
Source Domain (SD)	SD1..SD10	Medical, Legal, Finance, Education, Science, Code/Data, Technical, Social/Professional, Shopping/Travel, Everyday
Source Type (ST)	ST1..ST6	Official, Research, News, Wiki/Forum, Blog/SNS, Company

ipam_score = IPAM[QI][SP], ssm_score = SSM[SD][ST], asf_score = ASF{k} → k. The IPAM (5×6) and SSM (10×6) matrices were derived from N=10 human ratings, released as ipam_human_eval.parquet and ssm_human_eval.parquet.

Models evaluated

10 models across 5 providers (2026-Q1 API checkpoints, collected 2026-03-26 to 2026-04-09):

OpenAI (gpt-5, gpt-5-mini), Anthropic (claude-sonnet-4.6, claude-haiku-4.5), Google (gemini-3.1-pro, gemini-3-flash), xAI (grok-4.1-reasoning, grok-4.1-non-reasoning), Perplexity (sonar, sonar-reasoning-pro).

Intended and out-of-scope uses

Intended. Reproducing the per-model citation-quality metrics reported in the accompanying paper, training classifiers for citation intent or source suitability, and validating or extending the IPAM and SSM scoring matrices through new expert panels.

Out-of-scope. The per-model rankings in this dataset reflect a 15-day snapshot of provider search backends (2026-03-26 to 2026-04-09) and should not be read as permanent quality assessments of any single provider; backends evolve continuously, and the structural failure patterns documented in the paper are the central claim, not the per-model ordering.

Licensing

Component	License
Queries (Stack Exchange post titles)	CC BY-SA 4.0
Model responses (`raw_response`, `cited_sentence`)	CC BY 4.0 + each provider's API ToS
Taxonomies, matrices, human-eval annotations, code	CC BY 4.0
Crawled source full text	not redistributed

Stack Exchange attribution required when reusing the query set. Provider Terms of Service were verified provider-by-provider on 2026-04-24 (OpenAI, Anthropic, Google, xAI, Perplexity); reusers must re-check current ToS at the time of reuse.

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