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/// PROTOCOL: SCIENTIFIC INTEGRITY ANALYSIS

SciPeerAI

Upload a PDF or paste paper text. Receive a structured forensic integrity report across 24 independent analysis dimensions — including ensemble ML replication probability — in seconds.

24
Modules
209
Tests
27
Endpoints
Live
Deployed
ANALYSIS DIMENSIONS — 24 MODULES
MODULE 01
Statistical Audit
p-hacking · sample size · round numbers
MODULE 02
Methodology Checker
causation · control groups · timeframe
MODULE 03
Citation Integrity
self-citation · unsupported claims
MODULE 04
Reproducibility Scan
code · data · ethics · preregistration
MODULE 05
Novelty Scorer
literature search · novelty estimation
MODULE 06
GRIM Test
impossible means · data fabrication
MODULE 07
SPRITE Test
impossible distributions · SD verification
MODULE 08
Granularity Analyzer
digit preference · Benford law · round numbers
MODULE 09
P-Curve Analyzer
publication bias · p-value clustering
MODULE 10
Effect Size Validator
Cohen d · power analysis · inflated effects
MODULE 11
Retraction Checker
retracted citations · CrossRef live API
MODULE 12
Citation Cartel
citation rings · network manipulation
MODULE 13
LLM Detector
AI-generated text · burstiness · phrases
MODULE 14
P5
Fraud Fingerprinting
writing DNA · style shift · authorship anomaly
MODULE 15
P5
Temporal Anomaly
citation paradox · false recency · timeline
MODULE 16
P5
Citation DNA
network concentration · journal diversity
MODULE 17
P5
Data Fingerprint
fabrication · terminal digit · impossible values
MODULE 18
P5
Peer Review Score
fast acceptance · predatory signals · conflict
MODULE 19
P5
AI-Human Spectrum
GPT-4 · Claude · Gemini attribution · ratio
MODULE 20
ML
Replication Predictor
ensemble ML · 91k papers · AUC 0.895
MODULE 21
P6
Research Genealogy
citation ancestry · ring detection · lineage
MODULE 22
P6
Field Saturation
overcrowding · novelty claims · redundancy
MODULE 23
P6
Institutional Conflict
COI · industry bias · overstated conclusions
MODULE 25
PDF
Figure Forensics
duplicate images · forensic hashing · PDF only
PAPER TEXT *
AUTHOR NAME — OPTIONAL
ENGINEERED BY SAMEER NADEEM // SciPeerAI v2.3.0 // 24 MODULES // 209 TESTS // BUILDING INTELLIGENCE