# Steven L Herman (@newsguyusa) on threads

- id: koinon:creator:threads_newsguyusa
- url: https://koinonlink.com/kol/threads/newsguyusa
- schema_version: 1.4

## Identity
- platform: threads
- handle: newsguyusa
- platform_url: https://www.threads.net/@newsguyusa
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9431
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: entertainment
- subcategory: news_media
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: press freedom threats, Michigan Democratic Senate primary, US election results
- bio: Exec. Director, Jordan Ctr. for Journalism Advocacy & Innovation/Asst. Professor of Practice @OleMiss; 
Ex White House bureau chief @voanews

## Audience (inferred)
- status: present
- description: US politics followers and news consumers interested in elections and press freedom
- roles: none
- seniority: consumer
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 63
- authenticity_basis: profile_shape_only
- credibility_score: 63
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [threads_newsguyusa#9eb0d7c0] From reporters facing heavy fines for protecting sources to federal searches of journalists' homes, press freedom in the US is confronting unprecedented legal threats. At the National Press Club, America at 250: Due Diligence brought to the microphone some top legal minds and jou (https://www.threads.com/@newsguyusa/post/DZ70hZ7ldVA)
- [threads_newsguyusa#fac0235e] Update: Abdul El-Sayed had defeated Haley Stevens in the most-expensive Democratic Senate primary contest in US history. https://www.detroitnews.com/story/news/politics/2026/08/04/michigan-senate-election-
- [threads_newsguyusa#9224f152] The Democratic Senate race in Michigan remains too close to call with Abdul El-Sayed clinging to a narrow lead over US Rep. Haley Stevens. https://www.freep.com/story/news/politics/elections/2026/08/05/michigan-us-sena

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=121, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=78, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=121, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 78
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 13
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=threads_newsguyusa
- Request removal: https://koinonlink.com/claim?k=threads_newsguyusa
- Terms: https://koinonlink.com/for-ai