{"apiVersion":"v1","generatedAt":"2026-05-17T04:44:36.298Z","canonicalUrl":"https://eduaipolicy.org/universities/shoolini-university-of-biotechnology-and-management-sciences","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":"Shoolini University of Biotechnology and Management Sciences policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/shoolini-university-of-biotechnology-and-management-sciences","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/shoolini-university-of-biotechnology-and-management-sciences.json","suggestedCitation":"University AI Policy Tracker. \"Shoolini University of Biotechnology and Management Sciences policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/shoolini-university-of-biotechnology-and-management-sciences","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":"shoolini-university-of-biotechnology-and-management-sciences","entityName":"Shoolini University of Biotechnology and Management Sciences","canonicalUrl":"https://eduaipolicy.org/universities/shoolini-university-of-biotechnology-and-management-sciences","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/shoolini-university-of-biotechnology-and-management-sciences.json","generatedAt":"2026-05-17T01:34:46Z","basedOnClaimIds":["claim-shoolini-academic-integrity-001","claim-shoolini-ai-learning-context-001"],"basedOnSourceUrls":["https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.714,"coverageScore":{"score":60,"maxScore":100,"label":"moderate_public_coverage","components":[{"key":"policy_presence","label":"Central AI policy or guidance source exists","points":15,"maxPoints":15,"status":"unclear","evidenceClaimIds":["claim-shoolini-academic-integrity-001","claim-shoolini-ai-learning-context-001"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-shoolini-academic-integrity-001"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"conditionally_allowed","evidenceClaimIds":["claim-shoolini-academic-integrity-001","claim-shoolini-ai-learning-context-001"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-shoolini-academic-integrity-001","claim-shoolini-ai-learning-context-001"],"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":0,"maxPoints":10,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-shoolini-ai-learning-context-001"],"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":"student_handbook_academic_integrity_policy","summary":"Shoolini University of Biotechnology and Management Sciences has 2 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-shoolini-academic-integrity-001","claim-shoolini-ai-learning-context-001"],"evidenceSourceUrls":["https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.714,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-shoolini-academic-integrity-001","sourceUrl":"https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","sourceLanguage":"en","evidenceSnippet":"Provisions: Every student must adhere to ethical standards in all academic activities. Plagiarism, cheating, or any form of dishonesty will not be tolerated. Violations lead to disciplinary actions, ranging from grade penalties to expulsion, depending on the severity.","sourceSnapshotHash":"2454b298a2025b9e6728ad41a16ec257b1ba9ac2422255c98c6cbeccc5b2c900","reviewState":"agent_reviewed"},{"claimId":"claim-shoolini-ai-learning-context-001","sourceUrl":"https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf","sourceLanguage":"en","evidenceSnippet":"Incorporating advanced technology into the educational framework presents a substantial opportunity for Shoolini University. The integration of artificial intelligence (AI) and big data analytics to personalize education, offering tailored learning experiences based on individual student needs and performance can enhance student engagement and outcomes.","sourceSnapshotHash":"7e3e4c1ff57090bee496991ff68ccd3f02cf8b8433dfaf12933580d841656416","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"not_mentioned","summary":"No source-backed public claim about AI disclosure or acknowledgement 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 disclosing, acknowledging, citing, or declaring AI use.","basis":[]},{"key":"coursework","label":"Coursework","status":"conditionally_allowed","normalizedValue":"student_handbook_academic_integrity_policy","summary":"Shoolini University of Biotechnology and Management Sciences has 2 source-backed public claims for coursework; deterministic analysis status: conditionally_allowed.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This conditionally_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-shoolini-academic-integrity-001","claim-shoolini-ai-learning-context-001"],"evidenceSourceUrls":["https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.714,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-shoolini-academic-integrity-001","sourceUrl":"https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","sourceLanguage":"en","evidenceSnippet":"Provisions: Every student must adhere to ethical standards in all academic activities. Plagiarism, cheating, or any form of dishonesty will not be tolerated. Violations lead to disciplinary actions, ranging from grade penalties to expulsion, depending on the severity.","sourceSnapshotHash":"2454b298a2025b9e6728ad41a16ec257b1ba9ac2422255c98c6cbeccc5b2c900","reviewState":"agent_reviewed"},{"claimId":"claim-shoolini-ai-learning-context-001","sourceUrl":"https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf","sourceLanguage":"en","evidenceSnippet":"Incorporating advanced technology into the educational framework presents a substantial opportunity for Shoolini University. The integration of artificial intelligence (AI) and big data analytics to personalize education, offering tailored learning experiences based on individual student needs and performance can enhance student engagement and outcomes.","sourceSnapshotHash":"7e3e4c1ff57090bee496991ff68ccd3f02cf8b8433dfaf12933580d841656416","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"student_handbook_academic_integrity_policy","summary":"Shoolini University of Biotechnology and Management Sciences has 2 source-backed public claims for exams; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. 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-shoolini-academic-integrity-001","claim-shoolini-ai-learning-context-001"],"evidenceSourceUrls":["https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.714,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-shoolini-academic-integrity-001","sourceUrl":"https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","sourceLanguage":"en","evidenceSnippet":"Provisions: Every student must adhere to ethical standards in all academic activities. Plagiarism, cheating, or any form of dishonesty will not be tolerated. Violations lead to disciplinary actions, ranging from grade penalties to expulsion, depending on the severity.","sourceSnapshotHash":"2454b298a2025b9e6728ad41a16ec257b1ba9ac2422255c98c6cbeccc5b2c900","reviewState":"agent_reviewed"},{"claimId":"claim-shoolini-ai-learning-context-001","sourceUrl":"https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf","sourceLanguage":"en","evidenceSnippet":"Incorporating advanced technology into the educational framework presents a substantial opportunity for Shoolini University. The integration of artificial intelligence (AI) and big data analytics to personalize education, offering tailored learning experiences based on individual student needs and performance can enhance student engagement and outcomes.","sourceSnapshotHash":"7e3e4c1ff57090bee496991ff68ccd3f02cf8b8433dfaf12933580d841656416","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":"restricted","normalizedValue":"student_handbook_academic_integrity_policy","summary":"Shoolini University of Biotechnology and Management Sciences has 1 source-backed public claim for academic integrity; deterministic analysis status: restricted.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. This restricted 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-shoolini-academic-integrity-001"],"evidenceSourceUrls":["https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-shoolini-academic-integrity-001","sourceUrl":"https://shooliniuniversity.com/media/pdf/Student-Handbook_Shoolini-University_Finals.pdf","sourceLanguage":"en","evidenceSnippet":"Provisions: Every student must adhere to ethical standards in all academic activities. Plagiarism, cheating, or any form of dishonesty will not be tolerated. Violations lead to disciplinary actions, ranging from grade penalties to expulsion, depending on the severity.","sourceSnapshotHash":"2454b298a2025b9e6728ad41a16ec257b1ba9ac2422255c98c6cbeccc5b2c900","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"not_mentioned","summary":"No source-backed public claim identifying approved or licensed AI tools 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 that identifies institutionally approved, licensed, procured, or enterprise AI tools.","basis":[]},{"key":"named_ai_services","label":"Named AI services","status":"not_mentioned","summary":"No source-backed public claim naming a specific AI service 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 naming a specific AI service.","basis":[]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"strategic_ai_learning_context_not_student_ai_use_policy","summary":"Shoolini University of Biotechnology and Management Sciences 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-shoolini-ai-learning-context-001"],"evidenceSourceUrls":["https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.663,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-shoolini-ai-learning-context-001","sourceUrl":"https://shooliniuniversity.com/media/Self-Disclosure/About-HEI/Perspective-Plan-23-28.pdf","sourceLanguage":"en","evidenceSnippet":"Incorporating advanced technology into the educational framework presents a substantial opportunity for Shoolini University. The integration of artificial intelligence (AI) and big data analytics to personalize education, offering tailored learning experiences based on individual student needs and performance can enhance student engagement and outcomes.","sourceSnapshotHash":"7e3e4c1ff57090bee496991ff68ccd3f02cf8b8433dfaf12933580d841656416","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. \"Shoolini University of Biotechnology and Management Sciences policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/shoolini-university-of-biotechnology-and-management-sciences"}}