{"apiVersion":"v1","generatedAt":"2026-05-31T21:02:15.966Z","canonicalUrl":"https://eduaipolicy.org/universities/universiti-malaysia-sarawak-unimas","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":"Universiti Malaysia Sarawak (UNIMAS) policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/universiti-malaysia-sarawak-unimas","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/universiti-malaysia-sarawak-unimas.json","suggestedCitation":"University AI Policy Tracker. \"Universiti Malaysia Sarawak (UNIMAS) policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/universiti-malaysia-sarawak-unimas","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":"universiti-malaysia-sarawak-unimas","entityName":"Universiti Malaysia Sarawak (UNIMAS)","canonicalUrl":"https://eduaipolicy.org/universities/universiti-malaysia-sarawak-unimas","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/universiti-malaysia-sarawak-unimas.json","generatedAt":"2026-05-23T04:21:00Z","basedOnClaimIds":["claim-unimas-fssh-ai-good-practice-2025","claim-unimas-fssh-ai-integrity-2025","claim-unimas-fssh-ai-purpose-2025"],"basedOnSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.745,"coverageScore":{"score":85,"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-unimas-fssh-ai-good-practice-2025"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-unimas-fssh-ai-integrity-2025"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-unimas-fssh-ai-integrity-2025"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["claim-unimas-fssh-ai-good-practice-2025","claim-unimas-fssh-ai-purpose-2025"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-unimas-fssh-ai-integrity-2025","claim-unimas-fssh-ai-good-practice-2025","claim-unimas-fssh-ai-purpose-2025"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["claim-unimas-fssh-ai-purpose-2025"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-unimas-fssh-ai-integrity-2025","claim-unimas-fssh-ai-good-practice-2025","claim-unimas-fssh-ai-purpose-2025"],"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":"faculty_scoped_ai_good_practice","summary":"Universiti Malaysia Sarawak (UNIMAS) has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-unimas-fssh-ai-good-practice-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.739,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-good-practice-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.2 Amalan Baik: a. Menggunakan AI sebagai alat sokongan, bukan untuk menggantikan usaha sendiri. b. Menyemak jawapan atau maklumat daripada AI dengan sumber rujukan akademik. c. Menggunakan AI untuk mengasah pemikiran kritis, bukan menyalin jawapan bulat-bulat. d. Mengetahui bahawa jawapan AI mungkin tidak sentiasa tepat atau sesuai.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"recommended","normalizedValue":"faculty_scoped_ai_integrity_limits","summary":"Universiti Malaysia Sarawak (UNIMAS) has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-unimas-fssh-ai-integrity-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-integrity-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.3 Limitasi: a. AI tidak boleh menggantikan pensyarah, nota kuliah, atau rujukan akademik utama. b. Elakkan plagiat dengan tidak menyalin secara terus daripada jawapan AI. 13.4 Integriti Akademik: a. Plagiat ialah kesalahan akademik yang serius. Jangan serahkan jawapan AI sebagai hasil kerja sendiri tanpa menyatakan rujukan. b. Tidak menggunakan AI untuk menipu dalam peperiksaan atau tugasan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"allowed","normalizedValue":"faculty_scoped_ai_good_practice","summary":"Universiti Malaysia Sarawak (UNIMAS) has 2 source-backed public claims for coursework; deterministic analysis status: allowed.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This allowed 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-unimas-fssh-ai-good-practice-2025","claim-unimas-fssh-ai-purpose-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.735,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-good-practice-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.2 Amalan Baik: a. Menggunakan AI sebagai alat sokongan, bukan untuk menggantikan usaha sendiri. b. Menyemak jawapan atau maklumat daripada AI dengan sumber rujukan akademik. c. Menggunakan AI untuk mengasah pemikiran kritis, bukan menyalin jawapan bulat-bulat. d. Mengetahui bahawa jawapan AI mungkin tidak sentiasa tepat atau sesuai.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"},{"claimId":"claim-unimas-fssh-ai-purpose-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.1 Tujuan Penggunaan AI: a. Membantu pembelajaran dengan membuat ringkasan nota, menyemak bahasa dan memberi rujukan tambahan. b. Meningkatkan pemahaman subjek melalui soalan, latihan dan aktiviti interaktif. c. Menyokong tugasan seperti analisis data, perancangan projek, dan penulisan laporan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"required","normalizedValue":"faculty_scoped_ai_integrity_limits","summary":"Universiti Malaysia Sarawak (UNIMAS) 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-unimas-fssh-ai-integrity-2025","claim-unimas-fssh-ai-good-practice-2025","claim-unimas-fssh-ai-purpose-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.745,"evidenceCount":3,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-integrity-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.3 Limitasi: a. AI tidak boleh menggantikan pensyarah, nota kuliah, atau rujukan akademik utama. b. Elakkan plagiat dengan tidak menyalin secara terus daripada jawapan AI. 13.4 Integriti Akademik: a. Plagiat ialah kesalahan akademik yang serius. Jangan serahkan jawapan AI sebagai hasil kerja sendiri tanpa menyatakan rujukan. b. Tidak menggunakan AI untuk menipu dalam peperiksaan atau tugasan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"},{"claimId":"claim-unimas-fssh-ai-good-practice-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.2 Amalan Baik: a. Menggunakan AI sebagai alat sokongan, bukan untuk menggantikan usaha sendiri. b. Menyemak jawapan atau maklumat daripada AI dengan sumber rujukan akademik. c. Menggunakan AI untuk mengasah pemikiran kritis, bukan menyalin jawapan bulat-bulat. d. Mengetahui bahawa jawapan AI mungkin tidak sentiasa tepat atau sesuai.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"},{"claimId":"claim-unimas-fssh-ai-purpose-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.1 Tujuan Penggunaan AI: a. Membantu pembelajaran dengan membuat ringkasan nota, menyemak bahasa dan memberi rujukan tambahan. b. Meningkatkan pemahaman subjek melalui soalan, latihan dan aktiviti interaktif. c. Menyokong tugasan seperti analisis data, perancangan projek, dan penulisan laporan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"not_mentioned","summary":"No source-backed public claim about privacy or data-entry restrictions 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 personal, confidential, sensitive, regulated, or student data entry into AI tools.","basis":[]},{"key":"academic_integrity","label":"Academic integrity","status":"required","normalizedValue":"faculty_scoped_ai_integrity_limits","summary":"Universiti Malaysia Sarawak (UNIMAS) has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-unimas-fssh-ai-integrity-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-integrity-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.3 Limitasi: a. AI tidak boleh menggantikan pensyarah, nota kuliah, atau rujukan akademik utama. b. Elakkan plagiat dengan tidak menyalin secara terus daripada jawapan AI. 13.4 Integriti Akademik: a. Plagiat ialah kesalahan akademik yang serius. Jangan serahkan jawapan AI sebagai hasil kerja sendiri tanpa menyatakan rujukan. b. Tidak menggunakan AI untuk menipu dalam peperiksaan atau tugasan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"allowed","normalizedValue":"faculty_scoped_ai_support_allowed","summary":"Universiti Malaysia Sarawak (UNIMAS) 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-unimas-fssh-ai-purpose-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.731,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-purpose-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.1 Tujuan Penggunaan AI: a. Membantu pembelajaran dengan membuat ringkasan nota, menyemak bahasa dan memberi rujukan tambahan. b. Meningkatkan pemahaman subjek melalui soalan, latihan dan aktiviti interaktif. c. Menyokong tugasan seperti analisis data, perancangan projek, dan penulisan laporan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"allowed","normalizedValue":"faculty_scoped_ai_support_allowed","summary":"Universiti Malaysia Sarawak (UNIMAS) 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-unimas-fssh-ai-purpose-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.731,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-purpose-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.1 Tujuan Penggunaan AI: a. Membantu pembelajaran dengan membuat ringkasan nota, menyemak bahasa dan memberi rujukan tambahan. b. Meningkatkan pemahaman subjek melalui soalan, latihan dan aktiviti interaktif. c. Menyokong tugasan seperti analisis data, perancangan projek, dan penulisan laporan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"faculty_scoped_ai_integrity_limits","summary":"Universiti Malaysia Sarawak (UNIMAS) has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-unimas-fssh-ai-integrity-2025","claim-unimas-fssh-ai-good-practice-2025","claim-unimas-fssh-ai-purpose-2025"],"evidenceSourceUrls":["https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf"],"sourceLanguages":["ms"],"reviewState":"machine_candidate","confidence":0.745,"evidenceCount":3,"sourceCount":1,"basis":[{"claimId":"claim-unimas-fssh-ai-integrity-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.3 Limitasi: a. AI tidak boleh menggantikan pensyarah, nota kuliah, atau rujukan akademik utama. b. Elakkan plagiat dengan tidak menyalin secara terus daripada jawapan AI. 13.4 Integriti Akademik: a. Plagiat ialah kesalahan akademik yang serius. Jangan serahkan jawapan AI sebagai hasil kerja sendiri tanpa menyatakan rujukan. b. Tidak menggunakan AI untuk menipu dalam peperiksaan atau tugasan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"},{"claimId":"claim-unimas-fssh-ai-good-practice-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.2 Amalan Baik: a. Menggunakan AI sebagai alat sokongan, bukan untuk menggantikan usaha sendiri. b. Menyemak jawapan atau maklumat daripada AI dengan sumber rujukan akademik. c. Menggunakan AI untuk mengasah pemikiran kritis, bukan menyalin jawapan bulat-bulat. d. Mengetahui bahawa jawapan AI mungkin tidak sentiasa tepat atau sesuai.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","reviewState":"agent_reviewed"},{"claimId":"claim-unimas-fssh-ai-purpose-2025","sourceUrl":"https://www.fssh.unimas.my/media/attachments/2025/11/10/buku-panduan-pelajar-fssk-2025-2026_v2-30.10.2025-2-compressed.pdf","sourceLanguage":"ms","evidenceSnippet":"13.1 Tujuan Penggunaan AI: a. Membantu pembelajaran dengan membuat ringkasan nota, menyemak bahasa dan memberi rujukan tambahan. b. Meningkatkan pemahaman subjek melalui soalan, latihan dan aktiviti interaktif. c. Menyokong tugasan seperti analisis data, perancangan projek, dan penulisan laporan.","sourceSnapshotHash":"5e9dd61b57a7b96cc9d0be8b0bfc9f66fc1638f7403eca56f189698d64d4fca3","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. \"Universiti Malaysia Sarawak (UNIMAS) policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/universiti-malaysia-sarawak-unimas"}}