Consensus
EVIDENCE ENGINEACADEMIC EVIDENCE & CONSENSUS SYNTHESIS ENGINE
Deterministic Verification Enclave (4 Core Indexes)
Peer-Reviewed Papers
Directly mapped via Semantic Scholar, PubMed, Crossref, and arXiv repository enclaves.
Consensus Meter™ Reliability
Bayesian meta-analysis on study outcomes classifying Yes / No / Possibly agreement with peer literature.
Methodology Extraction (SJR/RCR)
Automated parsing of human RCT sample counts, animal trial indicators, and Scimago quartile ranking.
Citation Hallucination Rate
Deterministic strictness. Every factual assertion is bounded strictly to an authentic DOI link.
Macro Intelligence Breakdown
Multi-dimensional evaluation against 4,500 clinical, socioeconomic, and biochemical peer-reviewed research challenges.
"Does intermittent fasting improve long-term insulin sensitivity in humans?"
Consensus automatically filtered out in-vitro non-human data, aggregating only randomized human trials with SCImago Q1/Q2 journal prestige indexing.
Quantitative Technical Specification
Core architectural modules engineered for high-throughput empirical citation synthesis and algorithmic evidence aggregation.
The Consensus Meter™
Bayesian Agreement ClassifierProprietary natural language processing engine that reads abstract and result sections of top empirical papers on a specific research query, calculating a statistically weighted breakdown of the scientific community's prevailing verdict.
Study Details Extraction Badge
Automated Methodology Parser
Algorithmic parsing that identifies whether an investigation is a Systematic Review, Meta-Analysis, RCT, Cohort Study, or Animal/In-Vitro Experiment. Instantly surfaces sample size (n=1,240) and SCImago journal quartile ranking.
Academic Knowledge Graph
200M+ Direct Semantic IngestionDirect synchronization with Semantic Scholar, CrossRef, and PubMed enclaves. Ensures high-veracity access across biological sciences, physics, chemistry, economics, psychology, and clinical human health without ungrounded internet noise.
Copilot for Scientific Synthesis
Fine-Tuned Scientific LLM (GPT-4o)Synthesizes multi-study abstracts into dense bulleted summaries while enforcing strict zero-hallucination policies. Every generated clause maps to a DOI or PubMed ID anchor, eliminating fabricated citations typical in generic conversational models.
Direct Peer Matrix: Academic & Research Engines
Empirical comparison across academic search tools, citation integrity, corpus scope, and pricing economics.
| Engine / Model | Airecmark Score | Academic Corpus | Evidence Synthesis | Methodology Badging | Pricing (Pro) | Status |
|---|---|---|---|---|---|---|
|
C
Consensus
Evaluated Target
|
92.8 | 200M+ (PubMed, Semantic Scholar) |
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Consensus Meter™ + GPT-4o
|
Yes (RCT, Sample n=X, SJR)
|
$11.99 / mo | CURRENT |
|
E
Elicit
Ought Inc.
|
91.5 | 125M+ (Semantic Scholar) | Systematic Table Extraction | Yes (Detailed matrix fields) | $12.00 / mo | Compare |
|
S
Scite.ai
Research Solutions
|
89.9 | 180M+ (Smart Citations Graph) | Supporting / Contrasting Citations | Citation Context Extraction | $20.00 / mo | Compare |
|
P
Perplexity Pro
Perplexity AI
|
95.4 | Entire Web + Academic Index | Broad Conversational Search | No (General URL citations) | $20.00 / mo | Compare |
Commercial Tiers & Access Economics
Subscription parameters verified directly against Consensus App Inc. live billing gates.
Free Starter
Essential exploratory tool for individual undergraduate students and casual science queries.
- check Unlimited basic academic searches
- check 20 Consensus Copilot credits / month
- check Basic paper study badges
- close No Consensus Meter™ meta-summaries
Consensus Premium
Designed for clinical scientists, PhD researchers, biotech analysts, and medical writers.
- check Unlimited GPT-4o scientific synthesis
- check Unlimited Consensus Meter™ analysis
- check Methodology filters (RCT, Sample Size, SJR)
- check One-click CSV & BibTeX / RIS bulk export
Teams & Lab Orgs
For research laboratories, pharma R&D pipelines, and institutional medical libraries.
- check Multi-seat centralized billing & admin console
- check Centralized shared literature repositories
- check Custom PubMed / internal PDF ingest
- check SOC2 Type II + SAML SSO integration
“Consensus is the definitive gold standard for evidence-based decision making, transforming how clinicians, researchers, and scientific investors extract truth from academic literature without hallucinated citations.”