{"apiVersion":"v1","generatedAt":"2026-05-16T04:51:00.302Z","canonicalUrl":"https://eduaipolicy.org/universities/university-college-cork","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 College Cork policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/university-college-cork","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-college-cork.json","suggestedCitation":"University AI Policy Tracker. \"University College Cork policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-college-cork","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-college-cork","entityName":"University College Cork","canonicalUrl":"https://eduaipolicy.org/universities/university-college-cork","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-college-cork.json","generatedAt":"2026-05-16T01:56:20.000Z","basedOnClaimIds":["claim-ucc-genai-detection-not-sanctioned","claim-ucc-policy-scope-taught-assessment","claim-ucc-toolkit-acknowledge-genai-use","claim-ucc-toolkit-external-ai-detectors-student-work","claim-ucc-unauthorised-unacknowledged-genai-breach"],"basedOnSourceUrls":["https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"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-ucc-genai-detection-not-sanctioned","claim-ucc-policy-scope-taught-assessment","claim-ucc-toolkit-external-ai-detectors-student-work","claim-ucc-toolkit-acknowledge-genai-use"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-ucc-genai-detection-not-sanctioned","claim-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-policy-scope-taught-assessment","claim-ucc-toolkit-external-ai-detectors-student-work","claim-ucc-toolkit-acknowledge-genai-use"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-toolkit-acknowledge-genai-use"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-ucc-genai-detection-not-sanctioned","claim-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-toolkit-acknowledge-genai-use"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-ucc-genai-detection-not-sanctioned","claim-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-policy-scope-taught-assessment","claim-ucc-toolkit-acknowledge-genai-use"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"allowed","evidenceClaimIds":["claim-ucc-toolkit-external-ai-detectors-student-work"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["claim-ucc-toolkit-external-ai-detectors-student-work"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-ucc-toolkit-external-ai-detectors-student-work","claim-ucc-toolkit-acknowledge-genai-use"],"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":"genai_detection_not_sanctioned","summary":"University College Cork has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ucc-genai-detection-not-sanctioned","claim-ucc-policy-scope-taught-assessment","claim-ucc-toolkit-external-ai-detectors-student-work","claim-ucc-toolkit-acknowledge-genai-use"],"evidenceSourceUrls":["https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.795,"evidenceCount":4,"sourceCount":2,"basis":[{"claimId":"claim-ucc-genai-detection-not-sanctioned","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"The use of GenAI detection software for the detection or investigation of alleged academic misconduct is not sanctioned by the University.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-policy-scope-taught-assessment","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"This policy applies to all work presented or submitted by registered students for examination, assessment, or credit in taught programmes.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-external-ai-detectors-student-work","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Educators should not run student work through any AI detector tools that are external to their institution","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-acknowledge-genai-use","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"it is important that we do acknowledge when and how we use it in order to maintain transparency about our own work.","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"recommended","normalizedValue":"unauthorised_unacknowledged_genai_breach","summary":"University College Cork has 2 source-backed public claims for ai disclosure; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses disclosure, acknowledgement, citation, or declaration of AI use. This recommended 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-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-toolkit-acknowledge-genai-use"],"evidenceSourceUrls":["https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.795,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-ucc-unauthorised-unacknowledged-genai-breach","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"Academic integrity is breached if students submit the products of GenAI as their own work without acknowledgement and without authorisation to use GenAI in fulfilling the task.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-acknowledge-genai-use","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"it is important that we do acknowledge when and how we use it in order to maintain transparency about our own work.","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"required","normalizedValue":"genai_detection_not_sanctioned","summary":"University College Cork 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-ucc-genai-detection-not-sanctioned","claim-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-toolkit-acknowledge-genai-use"],"evidenceSourceUrls":["https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.805,"evidenceCount":3,"sourceCount":2,"basis":[{"claimId":"claim-ucc-genai-detection-not-sanctioned","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"The use of GenAI detection software for the detection or investigation of alleged academic misconduct is not sanctioned by the University.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-unauthorised-unacknowledged-genai-breach","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"Academic integrity is breached if students submit the products of GenAI as their own work without acknowledgement and without authorisation to use GenAI in fulfilling the task.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-acknowledge-genai-use","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"it is important that we do acknowledge when and how we use it in order to maintain transparency about our own work.","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"required","normalizedValue":"genai_detection_not_sanctioned","summary":"University College Cork has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ucc-genai-detection-not-sanctioned","claim-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-policy-scope-taught-assessment","claim-ucc-toolkit-acknowledge-genai-use"],"evidenceSourceUrls":["https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":4,"sourceCount":2,"basis":[{"claimId":"claim-ucc-genai-detection-not-sanctioned","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"The use of GenAI detection software for the detection or investigation of alleged academic misconduct is not sanctioned by the University.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-unauthorised-unacknowledged-genai-breach","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"Academic integrity is breached if students submit the products of GenAI as their own work without acknowledgement and without authorisation to use GenAI in fulfilling the task.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-policy-scope-taught-assessment","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"This policy applies to all work presented or submitted by registered students for examination, assessment, or credit in taught programmes.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-acknowledge-genai-use","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"it is important that we do acknowledge when and how we use it in order to maintain transparency about our own work.","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"allowed","normalizedValue":"external_ai_detectors_not_for_student_work_guidance","summary":"University College Cork has 1 source-backed public claim for privacy and data entry; deterministic analysis status: allowed.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. 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-ucc-toolkit-external-ai-detectors-student-work"],"evidenceSourceUrls":["https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ucc-toolkit-external-ai-detectors-student-work","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Educators should not run student work through any AI detector tools that are external to their institution","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"required","normalizedValue":"genai_detection_not_sanctioned","summary":"University College Cork has 5 source-backed public claims for academic integrity; deterministic analysis status: required.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. This required status was derived from claim type, normalized value, and keyword rules over 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ucc-genai-detection-not-sanctioned","claim-ucc-unauthorised-unacknowledged-genai-breach","claim-ucc-policy-scope-taught-assessment","claim-ucc-toolkit-external-ai-detectors-student-work","claim-ucc-toolkit-acknowledge-genai-use"],"evidenceSourceUrls":["https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.801,"evidenceCount":5,"sourceCount":2,"basis":[{"claimId":"claim-ucc-genai-detection-not-sanctioned","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"The use of GenAI detection software for the detection or investigation of alleged academic misconduct is not sanctioned by the University.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-unauthorised-unacknowledged-genai-breach","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"Academic integrity is breached if students submit the products of GenAI as their own work without acknowledgement and without authorisation to use GenAI in fulfilling the task.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-policy-scope-taught-assessment","sourceUrl":"https://www.ucc.ie/en/academicgov/policies/standards/academicintegrityforexaminationsandassessmentspolicy2025-2026/","sourceLanguage":"en","evidenceSnippet":"This policy applies to all work presented or submitted by registered students for examination, assessment, or credit in taught programmes.","sourceSnapshotHash":"250d7ed35736af0ae273f54508a12bd1120073d33e3448ceb405a8ee3245d23a","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-external-ai-detectors-student-work","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Educators should not run student work through any AI detector tools that are external to their institution","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-acknowledge-genai-use","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"it is important that we do acknowledge when and how we use it in order to maintain transparency about our own work.","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"allowed","normalizedValue":"external_ai_detectors_not_for_student_work_guidance","summary":"University College Cork has 1 source-backed public claim for approved tools; deterministic analysis status: allowed.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. 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-ucc-toolkit-external-ai-detectors-student-work"],"evidenceSourceUrls":["https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ucc-toolkit-external-ai-detectors-student-work","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Educators should not run student work through any AI detector tools that are external to their institution","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"allowed","normalizedValue":"external_ai_detectors_not_for_student_work_guidance","summary":"University College Cork has 1 source-backed public claim for named ai services; deterministic analysis status: allowed.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. 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-ucc-toolkit-external-ai-detectors-student-work"],"evidenceSourceUrls":["https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-ucc-toolkit-external-ai-detectors-student-work","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Educators should not run student work through any AI detector tools that are external to their institution","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"external_ai_detectors_not_for_student_work_guidance","summary":"University College Cork has 2 source-backed public claims 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-ucc-toolkit-external-ai-detectors-student-work","claim-ucc-toolkit-acknowledge-genai-use"],"evidenceSourceUrls":["https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.769,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-ucc-toolkit-external-ai-detectors-student-work","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Educators should not run student work through any AI detector tools that are external to their institution","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","reviewState":"agent_reviewed"},{"claimId":"claim-ucc-toolkit-acknowledge-genai-use","sourceUrl":"https://www.ucc.ie/en/ethical-use-of-generative-ai-toolkit/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"it is important that we do acknowledge when and how we use it in order to maintain transparency about our own work.","sourceSnapshotHash":"b22d4dc560ad83d37b576b447471c88671d39e3f73ba06fd0fac51bdbdd360cb","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 College Cork policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-college-cork"}}