# Dawisson Belém Lopes (@dbelemlopes) on x

- id: koinon:creator:x_dbelemlopes
- url: https://koinonlink.com/kol/x/dbelemlopes
- schema_version: 1.4

## Identity
- platform: x
- handle: dbelemlopes
- platform_url: https://twitter.com/dbelemlopes
- website: http://ufmg.academia.edu/dawisson
- country: Brazil
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 75188
- following: 608
- posts_total: 53171
- posts_observed: 1
- posts_per_day: 16.715
- account_age_days: 3181
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00072
- best_post_interactions: 54
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 0.85
- category_source: derived_from_recent_content
- topics: Brazilian politics, elections and democracy, automotive industry in Brazil, media narratives
- bio: professor, researcher, and writer 🇧🇷

## Audience (inferred)
- status: present
- description: Brazilian academics, political researchers and informed voters following current events and democracy issues
- roles: none
- seniority: learner
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 81
- authenticity_basis: engagement_observed
- credibility_score: 96
- 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
- [x_dbelemlopes#306ed03a] O Brasil está conhecendo o Chico Bento. A impressão deixada não é das melhores. (https://twitter.com/dbelemlopes/status/2065783444387356867)
- [x_dbelemlopes#64d9f623] BYD já produz no Brasil um modelo híbrido que funciona com eletricidade, etanol ou gasolina. Alguma dúvida sobre quem vai dominar essa indústria num curto prazo?
- [x_dbelemlopes#be2dc9cc] Para qualquer eleitor com um mínimo de esclarecimento, com um mínimo de leitura de cenário político e, sobretudo, com um mínimo de apreço pela democracia, esta entrevista enterra as pretensões do candidato Renan Santos. É uma confissão, em rede nacional, de um projeto de tirania.
- [x_dbelemlopes#b1458f04] Isto é brutal. Um escárnio. Beira o paroxismo. Os caras do PL sabiam, evidentemente, que recaía sobre o candidato a vice a acusação de cometer crime monstruoso. Crime hediondo e inqualificável. Ainda assim (ou talvez por essa razão), decidiram embarcá-lo na corrida à presidência.
- [x_dbelemlopes#e5a06799] O New York Times apresenta ao mundo uma versão da história que

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.5, freshness_days=77, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## 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=x_dbelemlopes
- Request removal: https://koinonlink.com/claim?k=x_dbelemlopes
- Terms: https://koinonlink.com/for-ai