Training Example: John P. Hussman Institute for Human Genomics (HIHG) – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Science, Research & Laboratories
Generic Claims: world-class research, pioneering scientific breakthroughs, advancing knowledge, trusted by leading institutions…
Red Flags: accreditation claims without certificate numbers, no publication record for research claims, unnamed scientists or researchers, breakthrough claims without peer review…
Semantic Drift Patterns: homepage claims cutting-edge but equipment list is dated, claims accredited but no accreditation schedule or scope shown, research claims but no publication list, claims GLP but no regulatory inspection history…
Proof Expectations: accreditation certificate numbers and scope (ISO 17025, GLP), publication list with peer-reviewed journal citations, named principal investigators with verifiable track records, specific equipment list with calibration status…

John P. Hussman Institute for Human Genomics (HIHG)

(https://hihg.org) 📸 Data Snapshot: May 30, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine (https://hihg.org)
Title

John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine

H1 John P. Hussman Institute for Human Genomics (HIHG)
H2 Education arrow–button
H2 News arrow–button
H2 Events arrow–button
H2 Research arrow–button
H2 Departments arrow–button
H2 About Us arrow–button
H2 Margaret Pericak-Vance, Ph.D.
H2 Institute News
H2 Research Programs
H3 Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration
H4 The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026
H4 How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease
H4 Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease
NAV_HEADER_HEADING_REPEATED John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine (https://hihg.org/departments/)
Title

John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine

H1 John P. Hussman Institute for Human Genomics (HIHG)
H2 Education arrow–button
H2 News arrow–button
H2 Events arrow–button
H2 Research arrow–button
H2 Departments arrow–button
H2 About Us arrow–button
H2 Margaret Pericak-Vance, Ph.D.
H2 Institute News
H2 Research Programs
H3 Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration
H4 The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026
H4 How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease
H4 Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease
NAV_HEADER_REPEATED John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine (https://hihg.org/offices/)
Title

John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine

H1 John P. Hussman Institute for Human Genomics (HIHG)
H2 Education arrow–button
H2 News arrow–button
H2 Events arrow–button
H2 Research arrow–button
H2 Departments arrow–button
H2 About Us arrow–button
H2 Margaret Pericak-Vance, Ph.D.
H2 Institute News
H2 Research Programs
H3 Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration
H4 The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026
H4 How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease
H4 Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease
NAV_HEADER_REPEATED_FOOTER John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine (https://hihg.org/miami/)
Title

John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine

H1 John P. Hussman Institute for Human Genomics (HIHG)
H2 Education arrow–button
H2 News arrow–button
H2 Events arrow–button
H2 Research arrow–button
H2 Departments arrow–button
H2 About Us arrow–button
H2 Margaret Pericak-Vance, Ph.D.
H2 Institute News
H2 Research Programs
H3 Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration
H4 The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026
H4 How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease
H4 Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://hihg.org) John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine
Skip to content

[H1] John P. Hussman Institute for Human Genomics (HIHG)

Pause
Play

The John P. Hussman Institute for Human Genomics (HIHG) is dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

[IMG: Margaret Pericak Vance Ph.D.]

[H2] Margaret Pericak-Vance, Ph.D.

Director

About Us

[H2] Institute News

ALL INSTITUTE NEWS

[IMG: Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration]

May 4th, 2026
[H3] Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration

University of Miami’s Hussman Institute engages children with hands-on DNA activities celebrating National DNA Day in Fort Lauderdale.

Apr 6th, 2026
[H4]
The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026

Mar 30th, 2026
[H4]
How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease

Feb 11th, 2026
[H4]
Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease

[H2] Research Programs

We are dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

View Programs

[IMG: Back to top of page content]
1612 chars
SUB-PAGE (https://hihg.org/departments/) John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine
Skip to content

[H1] John P. Hussman Institute for Human Genomics (HIHG)

Pause
Play

The John P. Hussman Institute for Human Genomics (HIHG) is dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

[IMG: Margaret Pericak Vance Ph.D.]

[H2] Margaret Pericak-Vance, Ph.D.

Director

About Us

[H2] Institute News

ALL INSTITUTE NEWS

[IMG: Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration]

May 4th, 2026
[H3] Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration

University of Miami’s Hussman Institute engages children with hands-on DNA activities celebrating National DNA Day in Fort Lauderdale.

Apr 6th, 2026
[H4]
The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026

Mar 30th, 2026
[H4]
How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease

Feb 11th, 2026
[H4]
Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease

[H2] Research Programs

We are dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

View Programs

[IMG: Back to top of page content]
1612 chars
SUB-PAGE (https://hihg.org/offices/) John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine
Skip to content

[H1] John P. Hussman Institute for Human Genomics (HIHG)

Pause
Play

The John P. Hussman Institute for Human Genomics (HIHG) is dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

[IMG: Margaret Pericak Vance Ph.D.]

[H2] Margaret Pericak-Vance, Ph.D.

Director

About Us

[H2] Institute News

ALL INSTITUTE NEWS

[IMG: Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration]

May 4th, 2026
[H3] Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration

University of Miami’s Hussman Institute engages children with hands-on DNA activities celebrating National DNA Day in Fort Lauderdale.

Apr 6th, 2026
[H4]
The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026

Mar 30th, 2026
[H4]
How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease

Feb 11th, 2026
[H4]
Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease

[H2] Research Programs

We are dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

View Programs

[IMG: Back to top of page content]
1612 chars
SUB-PAGE (https://hihg.org/miami/) John P. Hussman Institute for Human Genomics (HIHG) Miller School of Medicine
Skip to content

[H1] John P. Hussman Institute for Human Genomics (HIHG)

Pause
Play

The John P. Hussman Institute for Human Genomics (HIHG) is dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

[IMG: Margaret Pericak Vance Ph.D.]

[H2] Margaret Pericak-Vance, Ph.D.

Director

About Us

[H2] Institute News

ALL INSTITUTE NEWS

[IMG: Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration]

May 4th, 2026
[H3] Hussman Institute Brings DNA to Life for Kids at DNA Day Celebration

University of Miami’s Hussman Institute engages children with hands-on DNA activities celebrating National DNA Day in Fort Lauderdale.

Apr 6th, 2026
[H4]
The Miller School at the Alzheimer’s Disease and Parkinson’s Disease International Conference 2026

Mar 30th, 2026
[H4]
How an ABCA7 Gene Deletion Affects Lipid Metabolism in Alzheimer’s Disease

Feb 11th, 2026
[H4]
Uncovering Ancestry-Specific Genetic Risk in Inflammatory Bowel Disease

[H2] Research Programs

We are dedicated to using the very latest in cutting-edge technologies to identify genes involved in human diseases for the diagnosis, intervention, and prevention of illness.

View Programs

[IMG: Back to top of page content]
1612 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
4Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 1 1
/departments/ 1 1
/offices/ 1 1
/miami/ 1 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "url": "https://med.miami.edu/centers-and-institutes/hihg",
            "name": "John P. Hussman Institute for Human Genomics (HIHG)",
            "description": "The HIHG has nearly 30 faculty members with academic appointments from the Departments of Human Genetics (DHG), Pediatrics, Medicine, Neurology and Pathology, and dozens of associate members from numerous schools, departments and institutes.",
            "publisher": {
                "@type": "CollegeOrUniversity",
                "name": "University of Miami Leonard M. Miller School of Medicine",
                "url": "https://med.miami.edu/"
            }
        },
        {
            "@type": [
                "EducationalOrganization",
                "MedicalOrganization"
            ],
            "url": "https://med.miami.edu/",
            "name": "University of Miami Leonard M. Miller School of Medicine",
            "logo": "https://med.miami.edu/-/media/6a986894f8d14354bc00c8050f3f61b9.ashx?rev=b41e520f4d83424dae75417063818cdb",
            "sameAs": [
                "https://www.facebook.com/UMiamiMedicine",
                "https://x.com/umiamimedicine",
                "https://www.linkedin.com/school/university-of-miami-miller-school-of-medicine",
                "https://www.instagram.com/umiamimedicine"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "1600 NW 10th Avenue",
                "addressLocality": "Miami",
                "addressRegion": "FL",
                "postalCode": "33136",
                "addressCountry": "US"
            },
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "305-243-1842",
                "contactType": "Customer Service",
                "availableLanguage": [
                    "English",
                    "Spanish"
                ]
            }
        }
    ]
}
/departments/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "url": "https://med.miami.edu/centers-and-institutes/hihg",
            "name": "John P. Hussman Institute for Human Genomics (HIHG)",
            "description": "The HIHG has nearly 30 faculty members with academic appointments from the Departments of Human Genetics (DHG), Pediatrics, Medicine, Neurology and Pathology, and dozens of associate members from numerous schools, departments and institutes.",
            "publisher": {
                "@type": "CollegeOrUniversity",
                "name": "University of Miami Leonard M. Miller School of Medicine",
                "url": "https://med.miami.edu/"
            }
        },
        {
            "@type": [
                "EducationalOrganization",
                "MedicalOrganization"
            ],
            "url": "https://med.miami.edu/",
            "name": "University of Miami Leonard M. Miller School of Medicine",
            "logo": "https://med.miami.edu/-/media/6a986894f8d14354bc00c8050f3f61b9.ashx?rev=b41e520f4d83424dae75417063818cdb",
            "sameAs": [
                "https://www.facebook.com/UMiamiMedicine",
                "https://x.com/umiamimedicine",
                "https://www.linkedin.com/school/university-of-miami-miller-school-of-medicine",
                "https://www.instagram.com/umiamimedicine"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "1600 NW 10th Avenue",
                "addressLocality": "Miami",
                "addressRegion": "FL",
                "postalCode": "33136",
                "addressCountry": "US"
            },
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "305-243-1842",
                "contactType": "Customer Service",
                "availableLanguage": [
                    "English",
                    "Spanish"
                ]
            }
        }
    ]
}
/offices/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "url": "https://med.miami.edu/centers-and-institutes/hihg",
            "name": "John P. Hussman Institute for Human Genomics (HIHG)",
            "description": "The HIHG has nearly 30 faculty members with academic appointments from the Departments of Human Genetics (DHG), Pediatrics, Medicine, Neurology and Pathology, and dozens of associate members from numerous schools, departments and institutes.",
            "publisher": {
                "@type": "CollegeOrUniversity",
                "name": "University of Miami Leonard M. Miller School of Medicine",
                "url": "https://med.miami.edu/"
            }
        },
        {
            "@type": [
                "EducationalOrganization",
                "MedicalOrganization"
            ],
            "url": "https://med.miami.edu/",
            "name": "University of Miami Leonard M. Miller School of Medicine",
            "logo": "https://med.miami.edu/-/media/6a986894f8d14354bc00c8050f3f61b9.ashx?rev=b41e520f4d83424dae75417063818cdb",
            "sameAs": [
                "https://www.facebook.com/UMiamiMedicine",
                "https://x.com/umiamimedicine",
                "https://www.linkedin.com/school/university-of-miami-miller-school-of-medicine",
                "https://www.instagram.com/umiamimedicine"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "1600 NW 10th Avenue",
                "addressLocality": "Miami",
                "addressRegion": "FL",
                "postalCode": "33136",
                "addressCountry": "US"
            },
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "305-243-1842",
                "contactType": "Customer Service",
                "availableLanguage": [
                    "English",
                    "Spanish"
                ]
            }
        }
    ]
}
/miami/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "url": "https://med.miami.edu/centers-and-institutes/hihg",
            "name": "John P. Hussman Institute for Human Genomics (HIHG)",
            "description": "The HIHG has nearly 30 faculty members with academic appointments from the Departments of Human Genetics (DHG), Pediatrics, Medicine, Neurology and Pathology, and dozens of associate members from numerous schools, departments and institutes.",
            "publisher": {
                "@type": "CollegeOrUniversity",
                "name": "University of Miami Leonard M. Miller School of Medicine",
                "url": "https://med.miami.edu/"
            }
        },
        {
            "@type": [
                "EducationalOrganization",
                "MedicalOrganization"
            ],
            "url": "https://med.miami.edu/",
            "name": "University of Miami Leonard M. Miller School of Medicine",
            "logo": "https://med.miami.edu/-/media/6a986894f8d14354bc00c8050f3f61b9.ashx?rev=b41e520f4d83424dae75417063818cdb",
            "sameAs": [
                "https://www.facebook.com/UMiamiMedicine",
                "https://x.com/umiamimedicine",
                "https://www.linkedin.com/school/university-of-miami-miller-school-of-medicine",
                "https://www.instagram.com/umiamimedicine"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "1600 NW 10th Avenue",
                "addressLocality": "Miami",
                "addressRegion": "FL",
                "postalCode": "33136",
                "addressCountry": "US"
            },
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "305-243-1842",
                "contactType": "Customer Service",
                "availableLanguage": [
                    "English",
                    "Spanish"
                ]
            }
        }
    ]
}

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Science, Research & Laboratories
30.6 Avg BS

Based on 91 businesses audited.

BS Detector

Science, Research & Laboratories BS: John P. Hussman Institute for Human Genomics (HIHG) (hihg.org)

https://hihg.org 📍 Industry: Science, Research & Laboratories
27 BS / 100

The HIHG exhibits low levels of bullshit, anchored by genuine scientific output and institutional prestige. The primary source of its BS score is a technical content failure where sub-pages function as homepage clones, creating a navigation-to-substance drift. Scientifically, the site is substantive; digitally, it is currently lazy.

Info Density Power-words vs. Substance ratio.
4
13% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
10
50% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
6
30% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

Eliminate the technical duplication by populating /departments/ and /offices/ with unique, relevant content instead of homepage clones. Integrate a Publications list that links directly to peer-reviewed research or PubMed entries to substantiate the cutting-edge claim. Expand the schema_json to include Person properties for the Director and key faculty to bridge the authority gap. Replace generic power words in the Research Programs section with a list of specific laboratory technologies or sequencing platforms utilized.

The content perfectly aligns with the Science, Research & Laboratories category as it focuses on identifying genes for human diseases and showcases academic research outputs. The inclusion of clinical news regarding Alzheimer’s and genomic risk markers confirms its role as a medical research institute.

“The score of 27 is driven primarily by the Semantic Coherence pillar due to the duplicate content found on sub-page URLs. Information Density and Identity scores are very low (representing high substance) because of the technical genomic specifics and the robust University of Miami schema data. Trust and Proof scores are moderated by the lack of external proof paths in the immediate crawl data.”

Verified Analysis Date: May 30, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result