{"apiVersion":"v1","generatedAt":"2026-05-23T04:29:37.018Z","canonicalUrl":"https://eduaipolicy.org/universities/university-of-maryland-baltimore-county","license":"CC-BY-4.0","trackerMetadataLicense":"CC-BY-4.0","sourcePolicy":"Tracker metadata is open licensed. Official source documents, page text, PDFs, and other source materials retain their original rights and terms.","sourceRightsPolicy":"Tracker metadata is open licensed. Official source documents, page text, PDFs, and other source materials retain their original rights and terms.","limitations":["Policy analysis profiles are deterministic summaries of public tracker claims and are not final policy conclusions.","Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score, strictness score, legal adequacy score, safety score, or institutional compliance score.","This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page."],"citation":{"citationTitle":"University of Maryland, Baltimore County policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/university-of-maryland-baltimore-county","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-maryland-baltimore-county.json","suggestedCitation":"University AI Policy Tracker. \"University of Maryland, Baltimore County policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-maryland-baltimore-county","sourceRightsPolicy":"Tracker metadata is open licensed. Official source documents, page text, PDFs, and other source materials retain their original rights and terms."},"data":{"schemaVersion":"uapt-policy-analysis-v1","apiVersion":"v1","entityType":"university","entitySlug":"university-of-maryland-baltimore-county","entityName":"University of Maryland, Baltimore County","canonicalUrl":"https://eduaipolicy.org/universities/university-of-maryland-baltimore-county","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-maryland-baltimore-county.json","generatedAt":"2026-05-20T17:02:00.000Z","basedOnClaimIds":["claim-umbc-administrative-ai-data","claim-umbc-ai-detection-tools","claim-umbc-genai-data-verification","claim-umbc-supported-ai-tools-training","claim-umbc-teaching-ai-expectations"],"basedOnSourceUrls":["https://doit.umbc.edu/ai/academic-ai/","https://doit.umbc.edu/ai/administrative-ai/","https://doit.umbc.edu/ai/genai-tools/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.788,"coverageScore":{"score":100,"maxScore":100,"label":"broad_public_coverage","components":[{"key":"policy_presence","label":"Central AI policy or guidance source exists","points":15,"maxPoints":15,"status":"unclear","evidenceClaimIds":["claim-umbc-administrative-ai-data","claim-umbc-genai-data-verification","claim-umbc-teaching-ai-expectations"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"allowed","evidenceClaimIds":["claim-umbc-ai-detection-tools"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-umbc-teaching-ai-expectations"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-umbc-ai-detection-tools","claim-umbc-teaching-ai-expectations","claim-umbc-supported-ai-tools-training"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-umbc-ai-detection-tools","claim-umbc-teaching-ai-expectations","claim-umbc-supported-ai-tools-training"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-umbc-administrative-ai-data","claim-umbc-genai-data-verification"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-umbc-ai-detection-tools","claim-umbc-teaching-ai-expectations","claim-umbc-supported-ai-tools-training"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-umbc-teaching-ai-expectations"],"reviewState":"machine_candidate"}],"reviewState":"machine_candidate","limitations":["Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score.","This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page."]},"dimensions":[{"key":"policy_presence","label":"Policy presence","status":"unclear","normalizedValue":"administrative GenAI use limited to public data unless using UMBC GenAI Tools page tools; proprietary data forbidden in other services","summary":"University of Maryland, Baltimore County has 3 source-backed public claims for policy presence; deterministic analysis status: unclear.","explanation":"Whether the public record contains official AI policy or guidance sources. This unclear status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-administrative-ai-data","claim-umbc-genai-data-verification","claim-umbc-teaching-ai-expectations"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/","https://doit.umbc.edu/ai/administrative-ai/","https://doit.umbc.edu/ai/genai-tools/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-umbc-administrative-ai-data","sourceUrl":"https://doit.umbc.edu/ai/administrative-ai/","sourceLanguage":"en-US","evidenceSnippet":"Safeguard data in our use of AI. Please remember, unless you are using a tool from the GenAI Tools web page, you may only use public data with a generative AI service. Using any UMBC proprietary data is forbidden.","sourceSnapshotHash":"f906c55663f9fa4804929710788019815251bca8728d707b3671d1c02ad4291a","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-genai-data-verification","sourceUrl":"https://doit.umbc.edu/ai/genai-tools/","sourceLanguage":"en-US","evidenceSnippet":"Unless this information is considered public material, something you would publish on a website for the Internet to see, you should not use content from UMBC on any GenAI service unless you know that UMBC has verified it is safe to use. Luckily, UMBC has access to several GenAI tools that have been verified as safe to use on UMBC Level 1 & FERPA data, which is data intended to be kept internal to UMBC.","sourceSnapshotHash":"4fbda9b09ee66d7eb9b23b6773f4f8d767bfd4f7ef08994d6d4b12b73ceddc6a","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-teaching-ai-expectations","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"Set clear expectations for using generative AI tools including how to cite or reference appropriately, if permitted (Mollick & Mollick, 2023). If students do use AI, they should have prompts readily available to explain how they made use of them and explain their process.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"teaching guidance recommends clear GenAI expectations and prompt/process documentation where AI is used","summary":"University of Maryland, Baltimore County has 1 source-backed public claim for ai disclosure; deterministic analysis status: required.","explanation":"Whether public guidance addresses disclosure, acknowledgement, citation, or declaration of AI use. This required status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-teaching-ai-expectations"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umbc-teaching-ai-expectations","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"Set clear expectations for using generative AI tools including how to cite or reference appropriately, if permitted (Mollick & Mollick, 2023). If students do use AI, they should have prompts readily available to explain how they made use of them and explain their process.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"required","normalizedValue":"no institution-licensed AI detection tools at this time; AI detection reliability concerns noted","summary":"University of Maryland, Baltimore County has 3 source-backed public claims for coursework; deterministic analysis status: required.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This required status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-ai-detection-tools","claim-umbc-teaching-ai-expectations","claim-umbc-supported-ai-tools-training"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.785,"evidenceCount":3,"sourceCount":1,"basis":[{"claimId":"claim-umbc-ai-detection-tools","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"There are a number of AI detection tools available, some built on older APIs for ChatGPT and therefore they are not accurate just on this factor alone. AI, by its nature, is constantly learning and improving itself and it may never be possible to truly detect whether text is AI-generated. Note: UMBC does not license any AI detection tools at this time.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-teaching-ai-expectations","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"Set clear expectations for using generative AI tools including how to cite or reference appropriately, if permitted (Mollick & Mollick, 2023). If students do use AI, they should have prompts readily available to explain how they made use of them and explain their process.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-supported-ai-tools-training","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"UMBC offers three generative AI tools to faculty, staff and students: Google Gemini and Microsoft Copilot to all campus users (faculty, staff, and students) When you sign into any of these UMBC-supported AI tools using your UMBC account, your data is protected and not used for future training.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"required","normalizedValue":"no institution-licensed AI detection tools at this time; AI detection reliability concerns noted","summary":"University of Maryland, Baltimore County has 3 source-backed public claims for exams; deterministic analysis status: required.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This required status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-ai-detection-tools","claim-umbc-teaching-ai-expectations","claim-umbc-supported-ai-tools-training"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.785,"evidenceCount":3,"sourceCount":1,"basis":[{"claimId":"claim-umbc-ai-detection-tools","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"There are a number of AI detection tools available, some built on older APIs for ChatGPT and therefore they are not accurate just on this factor alone. AI, by its nature, is constantly learning and improving itself and it may never be possible to truly detect whether text is AI-generated. Note: UMBC does not license any AI detection tools at this time.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-teaching-ai-expectations","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"Set clear expectations for using generative AI tools including how to cite or reference appropriately, if permitted (Mollick & Mollick, 2023). If students do use AI, they should have prompts readily available to explain how they made use of them and explain their process.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-supported-ai-tools-training","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"UMBC offers three generative AI tools to faculty, staff and students: Google Gemini and Microsoft Copilot to all campus users (faculty, staff, and students) When you sign into any of these UMBC-supported AI tools using your UMBC account, your data is protected and not used for future training.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"administrative GenAI use limited to public data unless using UMBC GenAI Tools page tools; proprietary data forbidden in other services","summary":"University of Maryland, Baltimore County has 2 source-backed public claims for privacy and data entry; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. This restricted status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-administrative-ai-data","claim-umbc-genai-data-verification"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/administrative-ai/","https://doit.umbc.edu/ai/genai-tools/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.795,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-umbc-administrative-ai-data","sourceUrl":"https://doit.umbc.edu/ai/administrative-ai/","sourceLanguage":"en-US","evidenceSnippet":"Safeguard data in our use of AI. Please remember, unless you are using a tool from the GenAI Tools web page, you may only use public data with a generative AI service. Using any UMBC proprietary data is forbidden.","sourceSnapshotHash":"f906c55663f9fa4804929710788019815251bca8728d707b3671d1c02ad4291a","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-genai-data-verification","sourceUrl":"https://doit.umbc.edu/ai/genai-tools/","sourceLanguage":"en-US","evidenceSnippet":"Unless this information is considered public material, something you would publish on a website for the Internet to see, you should not use content from UMBC on any GenAI service unless you know that UMBC has verified it is safe to use. Luckily, UMBC has access to several GenAI tools that have been verified as safe to use on UMBC Level 1 & FERPA data, which is data intended to be kept internal to UMBC.","sourceSnapshotHash":"4fbda9b09ee66d7eb9b23b6773f4f8d767bfd4f7ef08994d6d4b12b73ceddc6a","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"allowed","normalizedValue":"no institution-licensed AI detection tools at this time; AI detection reliability concerns noted","summary":"University of Maryland, Baltimore County has 1 source-backed public claim for academic integrity; deterministic analysis status: allowed.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. This allowed status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-ai-detection-tools"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umbc-ai-detection-tools","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"There are a number of AI detection tools available, some built on older APIs for ChatGPT and therefore they are not accurate just on this factor alone. AI, by its nature, is constantly learning and improving itself and it may never be possible to truly detect whether text is AI-generated. Note: UMBC does not license any AI detection tools at this time.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"required","normalizedValue":"no institution-licensed AI detection tools at this time; AI detection reliability concerns noted","summary":"University of Maryland, Baltimore County has 3 source-backed public claims for approved tools; deterministic analysis status: required.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This required status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-ai-detection-tools","claim-umbc-teaching-ai-expectations","claim-umbc-supported-ai-tools-training"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.785,"evidenceCount":3,"sourceCount":1,"basis":[{"claimId":"claim-umbc-ai-detection-tools","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"There are a number of AI detection tools available, some built on older APIs for ChatGPT and therefore they are not accurate just on this factor alone. AI, by its nature, is constantly learning and improving itself and it may never be possible to truly detect whether text is AI-generated. Note: UMBC does not license any AI detection tools at this time.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-teaching-ai-expectations","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"Set clear expectations for using generative AI tools including how to cite or reference appropriately, if permitted (Mollick & Mollick, 2023). If students do use AI, they should have prompts readily available to explain how they made use of them and explain their process.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-supported-ai-tools-training","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"UMBC offers three generative AI tools to faculty, staff and students: Google Gemini and Microsoft Copilot to all campus users (faculty, staff, and students) When you sign into any of these UMBC-supported AI tools using your UMBC account, your data is protected and not used for future training.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"administrative GenAI use limited to public data unless using UMBC GenAI Tools page tools; proprietary data forbidden in other services","summary":"University of Maryland, Baltimore County has 3 source-backed public claims for named ai services; deterministic analysis status: restricted.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This restricted status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-administrative-ai-data","claim-umbc-genai-data-verification","claim-umbc-supported-ai-tools-training"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/","https://doit.umbc.edu/ai/administrative-ai/","https://doit.umbc.edu/ai/genai-tools/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.788,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-umbc-administrative-ai-data","sourceUrl":"https://doit.umbc.edu/ai/administrative-ai/","sourceLanguage":"en-US","evidenceSnippet":"Safeguard data in our use of AI. Please remember, unless you are using a tool from the GenAI Tools web page, you may only use public data with a generative AI service. Using any UMBC proprietary data is forbidden.","sourceSnapshotHash":"f906c55663f9fa4804929710788019815251bca8728d707b3671d1c02ad4291a","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-genai-data-verification","sourceUrl":"https://doit.umbc.edu/ai/genai-tools/","sourceLanguage":"en-US","evidenceSnippet":"Unless this information is considered public material, something you would publish on a website for the Internet to see, you should not use content from UMBC on any GenAI service unless you know that UMBC has verified it is safe to use. Luckily, UMBC has access to several GenAI tools that have been verified as safe to use on UMBC Level 1 & FERPA data, which is data intended to be kept internal to UMBC.","sourceSnapshotHash":"4fbda9b09ee66d7eb9b23b6773f4f8d767bfd4f7ef08994d6d4b12b73ceddc6a","reviewState":"agent_reviewed"},{"claimId":"claim-umbc-supported-ai-tools-training","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"UMBC offers three generative AI tools to faculty, staff and students: Google Gemini and Microsoft Copilot to all campus users (faculty, staff, and students) When you sign into any of these UMBC-supported AI tools using your UMBC account, your data is protected and not used for future training.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"teaching guidance recommends clear GenAI expectations and prompt/process documentation where AI is used","summary":"University of Maryland, Baltimore County has 1 source-backed public claim for teaching guidance; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses instructors, teaching, classroom policy, assessment design, or syllabus language. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umbc-teaching-ai-expectations"],"evidenceSourceUrls":["https://doit.umbc.edu/ai/academic-ai/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umbc-teaching-ai-expectations","sourceUrl":"https://doit.umbc.edu/ai/academic-ai/","sourceLanguage":"en-US","evidenceSnippet":"Set clear expectations for using generative AI tools including how to cite or reference appropriately, if permitted (Mollick & Mollick, 2023). If students do use AI, they should have prompts readily available to explain how they made use of them and explain their process.","sourceSnapshotHash":"96c67314bb5cd549478f4aeeb18447da28c92e8a0fb6a1c9de2c19ac99337d25","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"not_mentioned","summary":"No source-backed public claim about research AI use is present in this profile.","explanation":"This is an absence-of-evidence marker for the current tracker profile, not proof that no such policy exists.","evidenceClaimIds":[],"evidenceSourceUrls":[],"sourceLanguages":[],"reviewState":"machine_candidate","confidence":0,"evidenceCount":0,"sourceCount":0,"notMentionedReason":"The current public tracker record does not contain claim evidence about research use, publication ethics, research data, grants, or human-subjects compliance.","basis":[]},{"key":"security_procurement","label":"Security and procurement","status":"not_mentioned","summary":"No source-backed public claim about AI security review or procurement is present in this profile.","explanation":"This is an absence-of-evidence marker for the current tracker profile, not proof that no such policy exists.","evidenceClaimIds":[],"evidenceSourceUrls":[],"sourceLanguages":[],"reviewState":"machine_candidate","confidence":0,"evidenceCount":0,"sourceCount":0,"notMentionedReason":"The current public tracker record does not contain claim evidence about security review, procurement, vendor approval, risk assessment, authentication, SSO, or enterprise licensing.","basis":[]}],"limitations":["Policy analysis profiles are deterministic summaries of public tracker claims and are not final policy conclusions.","Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score, strictness score, legal adequacy score, safety score, or institutional compliance score.","This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page."],"suggestedCitation":"University AI Policy Tracker. \"University of Maryland, Baltimore County policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-maryland-baltimore-county"}}