SciExpert

Platform

Every service in the SciExpert workspace

One library feeds search, screening, extraction, integrity checks and writing. Nothing gets re-uploaded, and nothing loses its source.

02 — Reference Manager

One library the whole workspace reads from

Save papers from search or add them by DOI. Your library feeds extraction, screening, consensus and writing, so nothing has to be re-entered.

  • Add papers from AI Search or by DOI lookup
  • Group papers into collections and keep notes on each
  • Reused by Extract Data, Systematic Review and the AI Writer
  • CSV export of your library at any time

03 — Research Agent

Multi-step investigations across papers and your library

Hand the agent a question and it works through retrieval and reasoning steps, answering from the literature it pulled rather than from memory.

  • Multi-step reasoning over retrieved literature
  • Works against live search results and your own library
  • Points out where evidence agrees, clashes or is thin
  • Answers stay tied to the records they came from

04 — Chat with PDF

Question your own PDFs

Upload one or more PDFs and ask about methods, samples, limitations or results. Text is extracted in your browser and answered against the document itself.

  • Upload several PDFs and ask across them at once
  • Answers grounded in the extracted document text
  • Useful for dense methods and statistics sections
  • Nothing is published or shared from your uploads

05 — Extract Data

Turn a set of papers into a structured evidence table

Define your own columns and let AI fill them across the papers in your library, then export the table when it is time for analysis.

  • Custom extraction columns you define per project
  • Runs across the papers already in your library
  • Side-by-side comparison of findings across studies
  • CSV export for analysis elsewhere

06 — Systematic Review

Screening and PRISMA counts you can defend

Set your inclusion and exclusion criteria, screen records with AI-prepared evidence for each criterion, and get a PRISMA flow generated from your own counts.

  • Protocol with explicit inclusion and exclusion criteria
  • AI prepares cited evidence; the include or exclude call is yours
  • Exclusion reasons recorded per record
  • PRISMA flow built from your actual screening numbers

07 — AI Writer

Draft from the papers you have collected

Write sections grounded in your own library, with references drawn from real records rather than invented ones.

  • Drafts built from papers in your library
  • References taken from real indexed records
  • Rewrite, expand or tighten any passage
  • Copy or export the draft into your own editor

08 — Consensus Meter

See where the literature stands on a yes-or-no question

Ask a claim-style question and see the retrieved studies classified as supporting, mixed or against, with each paper listed under its verdict.

  • Studies classified as supports, mixed or against
  • Every classification linked to the underlying record
  • Quick read on how settled a question actually is
  • Built on live search results, not a static dataset

09 — Citation Explorer

Walk the citation graph around a key paper

Start from a seed paper and move through its references, the work citing it and related studies to map a field quickly.

  • References, citing works and related papers in one view
  • Jump to any paper and make it the new seed
  • Save anything you find into your library
  • Powered by live OpenAlex relationships

10 — Research Gap Finder

Find what the recent literature has not answered

Analyses recent work on a topic and proposes population, methodological and theoretical gaps, each with a concrete next study.

  • Focused on the most recent years of literature
  • Gaps grouped by population, method and theory
  • Concrete follow-up study suggestions
  • Markdown export for your proposal

11 — Figure Integrity

Screen figures for manipulation and reuse

Runs image forensics in your browser: error level analysis, copy-move clone detection, noise inconsistency, provenance checks and cross-figure duplicate matching.

  • Error level analysis with a visual heatmap
  • Copy-move clone detection inside a figure
  • Duplicate detection across figures, including flips and rotations
  • Downloadable markdown integrity report

12 — AI Peer Review

A structured referee report before you submit

Get a reviewer-style report on your manuscript at the depth you choose, covering rigour, statistics, clarity and the specific changes an editor would ask for.

  • Quick screen, standard and harsh review depths
  • Rigour, methods and statistics checks
  • Major and minor revision points, itemised
  • Exportable report you can work through

13 — Journal Finder

Match your manuscript to plausible venues

Paste your title and abstract and see target journals inferred from where comparable work is actually published.

  • Venue suggestions from comparable indexed papers
  • Scope fit explained for each suggestion
  • Works from a title and abstract alone
  • Shortlist before you format for submission

14 — Journal Index & Quartiles

Quartile-classified journals with an AI desk-check

Browse Life Sciences journals by Q1-Q4 band, category, scope, editorial aim and quality bar, then have the AI assess your thesis or paper against the venue you are targeting.

  • Life Sciences journals classified Q1 to Q4 in phase one
  • Scope, aim and review quality bar recorded per journal
  • Scope-overlap shortlisting from your title and abstract
  • Self-assessment verdict per journal plus a fix list before submission

15 — Paraphrase & Proofread

Academic rewriting that keeps the meaning

Rewrite passages for tone or clarity, or proofread for grammar and academic register, without changing what the text claims.

  • Tone, clarity and proofreading modes
  • Meaning preserved, phrasing changed
  • Suited to abstracts, discussion and cover letters
  • Side-by-side original and rewrite

16 — AI Humanizer & Detector

Make AI drafts read like your own writing

Rewrite machine-sounding text into natural academic prose over one to three passes, then estimate how AI-written the result reads.

  • Standard, academic, aggressive and readability modes
  • Citations, numbers and terminology locked in place
  • Multi-pass rewriting and multilingual output
  • AI-likeness estimate with the signals behind it

17 — Citation Generator

Build a bibliography from DOIs

Look up a DOI or pull from your library and format references in APA, MLA, Chicago, Harvard, Vancouver or BibTeX.

  • APA, MLA, Chicago, Harvard, Vancouver and BibTeX
  • DOI lookup with metadata filled in for you
  • Pull references straight from your library
  • Copy the whole bibliography in one click

18 — ThesisAI

AI-powered academic writing assistant for theses

Generate chapter outlines, abstracts, literature reviews, methodology, results, discussion and conclusion drafts grounded in your library and citation style.

  • Full thesis outline and individual chapter drafting
  • Bachelor, master and PhD level tone and structure
  • Citations drawn from your saved library, never invented
  • APA, Vancouver, Harvard, MLA, Chicago and IEEE styles

19 — PRISMA 2020 Generator

Build PRISMA 2020 flow diagrams from your counts

Enter your systematic-review counts and generate a publication-ready PRISMA 2020 flow diagram, plus a living protocol and exclusion audit.

  • Interactive PRISMA 2020 flow diagram export
  • Living review protocol with inclusion and exclusion criteria
  • Records your screening decisions and exclusion reasons
  • SVG and PNG download for manuscripts and reports

20 — Reviewer Rebuttal Builder

Turn peer-review reports into response letters

Paste reviewer comments and get a structured, point-by-point response letter with stance, reply and the exact manuscript edit each comment requires.

  • Splits long reviewer reports into numbered comments
  • Suggests stance, response text and concrete edits
  • Collegial, firm or concise tone options
  • Copy the full response letter in one click

21 — Statistics & Reproducibility Check

Catch inconsistent p-values and reproducibility gaps

Recompute every reported p-value from its test statistic and degrees of freedom, flag decision errors, and receive a reproducibility review of the methods.

  • Automated p-value recomputation from inline statistics
  • Flags inconsistent p-values and decision errors
  • Reviews effect sizes, CIs, assumptions and preregistration
  • Copy the statistical review into your revision notes

22 — Collaborative Screening

Blinded team screening with active-learning prioritisation

Rayyan-style collaborative title and abstract screening — duplicate detection, tags, blinded decisions and conflict tracking — combined with ASReview-style active learning that re-orders the remaining records by relevance after every decision.

  • Import from OpenAlex search, your library, or RIS, BibTeX and CSV files
  • Automatic duplicate removal by DOI and title similarity
  • Blinded decisions per screener, with conflicts and Cohen's kappa
  • Active-learning ranking trained in your browser, no tokens spent

23 — Notes & Knowledge Graph

Link ideas and papers into one navigable vault

A markdown research vault with wiki links, backlinks, tags and a live link graph, plus literature notes generated from the papers already in your library.

  • Markdown notes with [[wiki links]], #tags and folders
  • Backlinks panel and an interactive knowledge graph
  • One-click literature notes from any saved paper
  • Export a single note or the whole vault as Markdown

24 — Electronic Lab Notebook

Experiments, protocols and inventory in one record

Record each experiment with a hypothesis, protocol and timestamped procedure log, track reagents, samples and equipment, and export an open, auditable report.

  • Hypothesis, protocol, results and conclusion per experiment
  • Timestamped procedure log you append as you work
  • Inventory with quantities, locations, lots and expiry alerts
  • Markdown experiment reports and CSV inventory export

25 — Publishing Studio

One source file, several publication-ready outputs

Write prose, maths, tables and code in a single Quarto-style source, resolve [@citekey] citations against your BibTeX, and export HTML, Word, Markdown, PDF or the .qmd itself.

  • Quarto-compatible .qmd source with YAML front matter
  • Pandoc-style [@citekey] citations and a generated reference list
  • JavaScript chunks run in your browser; Python, R and Julia stay verbatim
  • Export HTML, Word, Markdown, print-ready PDF or the .qmd

26 — Open Repositories & Citations

Open-access full texts, BibTeX sync and software citation

Search the open-access full texts deposited in university repositories worldwide, keep a shared BibTeX file for Overleaf, R Markdown or Quarto, and publish a Citation File Format record for your code.

  • Full-text open-access search across global repositories
  • BibTeX projects that stay in sync with your library
  • Download references.bib for Overleaf, R Markdown or Quarto
  • Validated CITATION.cff, BibTeX and APA citation for software

27 — Discovery Network

Follow a paper through its citation neighbourhood

Semantic Scholar-backed discovery: start from one paper and expand through references, citations and similar work to build a reading list you can defend.

  • Semantic Scholar graph search across references and citations
  • Similar-work expansion in the style of Connected Papers
  • Add anything you find straight to your library
  • Influential-citation signals surfaced per paper

28 — BibTeX Workbench

A JabRef-style bench for your .bib files

Import, clean, deduplicate and re-key BibTeX entries, then export a tidy references.bib for LaTeX, Overleaf or Quarto.

  • Import .bib or pull entries from your library
  • Field-level editing with validation and duplicate detection
  • Consistent citation-key generation
  • Export references.bib or RIS

29 — Pre-Registration Registry

Register the plan before you run the study

OSF-style pre-registration with hypotheses, design, analysis plan and frozen snapshots so you can show what was planned versus what changed.

  • Structured hypotheses, design and analysis plan
  • Immutable snapshots with timestamps
  • Version compare between any two snapshots
  • Autosave and recovery while drafting

30 — Typst Studio

Write typeset documents in the browser

A Typst-style markup editor with live preview, bibliography support and export to PDF or HTML — no local toolchain required.

  • Live compile preview as you type
  • Bibliography and cross-reference support
  • Autosave, recovery and version diff
  • Export PDF or HTML

31 — Statistics Lab

JASP and jamovi-style analysis on your own data

Load a CSV and run t-tests, ANOVA, non-parametric tests, correlation and regression with APA-formatted output and effect sizes.

  • t-tests, ANOVA, Mann-Whitney, Wilcoxon and Kruskal-Wallis
  • Correlation and linear regression with diagnostics
  • APA-formatted result strings ready to paste
  • Everything computed from the data you supplied

32 — Literature Synthesis Tables

Elicit-style synthesis with provenance on every cell

Build a synthesis table across your papers where each cell keeps the quoted snippet and the record it came from, with confidence filters on the provenance panel.

  • Custom synthesis columns across many papers
  • Quote snippets and source record behind every cell
  • Searchable, filterable provenance panel
  • Export the table for your manuscript

33 — Citation Maps & Clusters

See the shape of a literature

Litmaps and Open Knowledge Maps-style visualisation of citation networks and topic clusters, with bulk export of everything you select.

  • Interactive citation network and cluster maps
  • Time-ordered views of how a field developed
  • Select clusters and push them into your library
  • Bulk export to BibTeX, RIS or CFF

34 — Open Citation & Data Engines

Crossref, DataCite and open-access resolution

Resolve DOIs, pull authoritative metadata from Crossref and DataCite, and check open-access availability for any record.

  • DOI resolution with full Crossref metadata
  • DataCite lookups for datasets and software
  • Open-access availability checks
  • One-click save into your library

35 — Qualitative Coding Studio

Taguette-style coding for interviews and documents

Import transcripts, build a codebook, highlight passages against codes and export coded extracts for your qualitative write-up.

  • Transcript and document import
  • Hierarchical codebook with colours and memos
  • Highlight-to-code with per-code extract views
  • Export coded extracts and code frequencies

36 — Survey & Data Collection Studio

REDCap and Kobo-style instrument design

Build survey instruments with validation and branching logic, then export to REDCap data dictionary or XLSForm for field collection.

  • Question types with validation rules
  • Skip and branching logic
  • REDCap data dictionary and XLSForm export
  • Responses collected and exported as CSV

37 — Data Curation & Repositories

OpenRefine-style cleaning before you deposit

Profile a messy dataset, cluster near-duplicate values, apply transformations and prepare a deposit-ready package with README and metadata.

  • Column profiling and data-quality report
  • Clustering of near-duplicate values
  • Reversible transformation history
  • Deposit-ready package with metadata and README

38 — Network Analysis Studio

Gephi, Cytoscape and VOSviewer-style bibliometrics

Build co-authorship, co-citation and keyword co-occurrence networks with centrality metrics and community detection, then export to your desktop tool.

  • Co-authorship, co-citation and keyword networks
  • Degree, betweenness and centrality metrics
  • Community detection with cluster labels
  • Export to Gephi GEXF, VOSviewer or CSV edge lists

39 — Anonymization & Encryption

ARX-style anonymisation and in-browser encryption

Measure re-identification risk with k-anonymity, generalise or suppress quasi-identifiers, and encrypt sensitive files with AES-256-GCM in your browser.

  • k-anonymity and risk analysis on your dataset
  • Generalisation and suppression of quasi-identifiers
  • Client-side AES-256-GCM encryption and decryption
  • Nothing sensitive leaves the browser unencrypted

40 — Autonomous Research Agents

STORM and GPT Researcher-style deep investigation

Give an agent a topic and it discovers perspectives, decomposes the question, runs retrieval and returns a cited report with a full trail of every step.

  • STORM-style perspective discovery and interviews
  • Query decomposition with iterative retrieval
  • Cited report grounded in the records retrieved
  • Live agent trail you can audit step by step

41 — Clinical & Regulatory Intelligence

ClinicalTrials.gov and openFDA in one view

Search the trial registry, link trials to their publications and FDA records, and monitor safety signals and recalls from the open regulatory datasets.

  • ClinicalTrials.gov v2 registry search and portfolio analytics
  • Trial-to-publication and FDA record threading
  • Reporting-integrity flags for unreported results
  • FAERS safety signals plus drug and device recalls

42 — Document Extraction & OCR

Nougat, Tesseract and Camelot in the browser

Turn scanned pages and PDFs into structured Markdown, LaTeX and clean tables without uploading anything to a third-party service.

  • Layout-aware PDF to Markdown and LaTeX conversion
  • Tesseract 5 OCR across twelve languages
  • Stream-mode table detection with CSV export
  • Math and heading recovery for scanned articles

43 — Behavioural & Psychometric Studio

PsychoPy-grade timing, no install

Build and run reaction-time and cognitive tasks in the browser, then export the same design as PsychoPy, OpenSesame or formr scripts.

  • Stroop, flanker, go/no-go, simple-RT and n-back tasks
  • Monotonic-clock reaction times per trial
  • Condition statistics with Welch t-tests
  • PsychoPy, OpenSesame and formr exports

44 — Scientific Plotting & 3D Visualisation

gnuplot, Veusz and ParaView workflows

Vector-quality 2D figures, 3D surfaces, heat fields and contours rendered live, with runnable scripts for your local toolchain.

  • Safe expression compiler — no code execution
  • Error bars, log axes and publication SVG output
  • ParaView and MayaVi-style surfaces and contours
  • gnuplot, Veusz, pvpython and mlab script export

45 — Citation Graph Explorer

Semantic Scholar networks you can steer

Seed on any paper, pull its citations and references hop by hop, and filter the growing network by year, venue and author.

  • Live citation and reference hops from Semantic Scholar
  • Year, venue, author and citation-count filters
  • Deterministic force-directed layout with degree ranking
  • CSV and GraphML export for Gephi, Cytoscape and VOSviewer

46 — Reference Sync

BibTeX, RIS, Zotero and Obsidian in step

Import BibTeX or RIS with a change preview before anything is written, pull a Zotero library, and export back to every format your tools expect.

  • BibTeX and RIS parsing with DOI-based de-duplication
  • Create/update/unchanged plan before applying a sync
  • Zotero personal and group library import
  • BibTeX, RIS, CSL-JSON and Obsidian vault export

47 — Metascience & Bibliometrics

OpenAlex, Scholia and Lens-style mapping

Profile fields, institutions and authors across the open scholarly graph, and map the patent and literature footprint of a topic.

  • OpenAlex entity search with live group-by profiles
  • Scholia and Wikidata SPARQL author profiles
  • Open patent and paper mapping via Europe PMC
  • Exportable bibliometric tables

48 — Paper Manager & Mind Maps

Paperlib and Docear in one place

Paste DOIs or arXiv IDs, get clean metadata, automatic tags and key quotes, then export to BibTeX, Obsidian or a Docear mind map.

  • Metadata from Crossref, OpenAlex and DataCite
  • Automatic tagging and key-quote extraction
  • BibTeX, CSL-JSON and Obsidian note export
  • Docear-style .mm mind maps of your literature

49 — Interactive Graphics Studio

Matplotlib, Seaborn, Plotly and Asymptote

Interactive scatter, line, bar, box, heatmap and 3D figures with hover readouts, exported as runnable Python or Asymptote scripts.

  • Hover readouts and live chart rebuilds
  • Linear fits and residual overlays
  • Matplotlib, Seaborn and Plotly script export
  • Asymptote output for vector-perfect figures

50 — Open Web & Bibliographic Search

SearXNG, Semantic Scholar and PubMed

Privacy-first metasearch across dozens of engines alongside bulk metadata from the Semantic Scholar and PubMed open APIs.

  • SearXNG metasearch with instance fallback
  • Semantic Scholar and PubMed bulk metadata
  • One-hop citation graph expansion
  • Save any hit straight to your library

51 — Profiles, Repositories & OA Policies

ORCID, re3data and Sherpa Romeo

Verified researcher profiles with employment and grant trails, the right repository for your data, and publisher self-archiving rules before you submit.

  • ORCID profiles, works and funding records
  • re3data repository discovery with PID and certificates
  • Journal open-access status, APCs and licences
  • Self-archiving permissions and embargo periods

52 — Web Importer & Zotero

Capture a paper from any page

The browser extension scrapes metadata from journal pages and pushes it into SciExpert, with two-way Zotero library sync.

  • Manifest V3 extension for Chrome and Edge
  • Metadata scraped from publisher and preprint pages
  • Two-way Zotero sync
  • Everything lands in your reference library

53 — Beginner Research Journey

Your first paper, stage by stage

A twelve-stage guided path from orientation and finding an idea through searching, screening, ethics, analysis, drafting and compiling a finished manuscript or thesis.

  • Twelve stages with checklists and outputs at each step
  • Available on every plan, including Free
  • Feeds directly into search, screening, writing and export
  • Progress saved as you move through the journey

54 — Guided Workflows

233 paths built for your study type and field

Pick a workflow for your design or discipline and it sets the stages, reporting checklist, eligibility criteria and tools, then tracks how far you have got.

  • 69 study-type paths and 164 sector-specific paths
  • Reporting checklists applied from the first stage
  • Persona-based recommendations from your onboarding answers
  • Switch workflows from the dashboard at any time

55 — Screening Studio

Blinded dual screening with ML re-ranking

Rayyan and ASReview style collaborative screening: two screeners work blind, conflicts surface for adjudication, and active learning re-ranks the queue as you decide.

  • Blinded dual screening with conflict resolution
  • Active-learning re-ranking of the remaining records
  • Background jobs with retries so state is never lost
  • Exclusion reasons recorded for the PRISMA flow

56 — Meta-Analysis Engine

Pooled effects, forest and funnel plots

Fixed and random effects models with DerSimonian-Laird and Paule-Mandel estimators, heterogeneity statistics, Egger's test and trial sequential analysis.

  • Fixed and random effects pooling with confidence intervals
  • Forest and funnel plots rendered from your data
  • I², τ² and Q heterogeneity statistics
  • Egger's regression and trial sequential analysis

57 — Risk of Bias & GRADE

RoB 2, ROBINS-I, QUADAS-2 and evidence profiles

Run the standard bias instruments domain by domain and build a GRADE evidence profile or summary-of-findings table from your judgements.

  • RoB 2, ROBINS-I and QUADAS-2 domain assessments
  • Signalling questions with recorded justifications
  • GRADE certainty ratings per outcome
  • Summary-of-findings table export

58 — Power & Study Design

Sample size before you collect anything

Sample-size and power calculations for means, proportions, correlations and ANOVA, with a design wizard that suggests the right test for your question.

  • Power and sample size for the common designs
  • Effect size, alpha and attrition handled explicitly
  • Study-design wizard for choosing a test
  • Text you can paste into a protocol or proposal

59 — Bulk PDF Ingestion

Drop hundreds of PDFs at once

Bulk import full-text PDFs with DOI detection, automatic metadata lookup, duplicate merging and an OCR queue for scanned documents.

  • Bulk drop with per-file progress and retries
  • DOI detection and automatic metadata enrichment
  • Duplicate detection and merging into your library
  • OCR queue for scanned or image-only PDFs

60 — Living Reviews

Reviews that keep updating themselves

Save a search as a living review, re-run it on a schedule and get alerted when new records match your criteria.

  • Scheduled re-runs of a saved query
  • New hits flagged against your existing screen
  • Alerts when the evidence base changes
  • History of every run kept on the review

61 — Dual Extraction & Reconciliation

Two extractors, one adjudicated table

Run two independent extraction passes over the same records, see disagreements field by field and adjudicate them into a final dataset.

  • Independent dual extraction per record
  • Field-level conflict view
  • Adjudication with an audit trail
  • Agreement statistics for your methods section

62 — Preprints & Submission Packs

Ready for arXiv, bioRxiv, OSF or a journal

Assemble the manuscript, figures, cover letter and declarations into a submission pack, or push to a preprint server.

  • Preprint connectors for arXiv, bioRxiv and OSF
  • Cover letter and declaration builders
  • Figure and file manifest checks
  • Journal-ready pack export

63 — Similarity Check

Overlap checked against the real literature

Compare your text against indexed records from Crossref and OpenAlex to find overlapping passages and unattributed reuse before submission.

  • Passage matching against indexed publications
  • Matched sources listed with links
  • Highlights unattributed reuse for rewriting
  • Report you can keep with the manuscript

64 — Revision Rounds Tracker

Every reviewer comment answered

Track referee comments across revision rounds, draft point-by-point responses and keep the response letter in sync with the manuscript.

  • Comments itemised per round and per reviewer
  • Point-by-point response drafting
  • Status tracking for each item
  • Response letter export

65 — Replication Studio

Reproducibility checks on your analysis

Re-run reported statistics, check internal consistency and package a replication bundle other researchers can execute.

  • Recomputation of reported test statistics
  • Internal consistency and rounding checks
  • Replication pack with data and code manifest
  • Findings written up for a methods appendix

66 — Agentic Evidence & Writing

PaperQA-style answers over full texts

An agent that reads the full texts in your project, gathers supporting passages and writes an answer where every sentence carries its evidence.

  • Retrieval over full texts, not just abstracts
  • Evidence passages shown beside each claim
  • Answers refuse to go beyond the retrieved text
  • Draft sections built from the gathered evidence

67 — Graph Analytics Engine

NetworkX-style analysis on citation graphs

Centrality, community detection, shortest paths and layout export on the citation and collaboration graphs you build.

  • Degree, betweenness and PageRank centrality
  • Community detection and clustering
  • Path finding between any two nodes
  • Graph export for Gephi or Graphviz

68 — Project Memory (RAG)

A private vector store over your own library

Index your papers and notes into a persistent project memory so every service answers from your own corpus instead of starting cold each time.

  • Per-project indexing of library papers and pasted text
  • Embeddings stored privately to your account
  • Retrieved passages shown with their source
  • Reused by the agent, writer and evidence tools

69 — Run History & Cost Logs

Every AI run, reproducible and costed

A full log of each run: the prompt, the model chain that answered, tokens consumed and the cost, so any output can be traced and repeated.

  • Prompt, provider and fallback chain recorded
  • Token counts and cost per run
  • Reproducible run details for your methods section
  • Filter by service, date or project

70 — Citation Guardrails

Hallucinated references blocked before they land

Every reference in a draft is checked against Crossref and OpenAlex; anything that cannot be resolved is flagged before the text reaches your manuscript.

  • Live DOI and title verification against real indexes
  • Unresolvable citations flagged and quarantined
  • Metadata corrected against the indexed record
  • Verification report attached to the draft

71 — Multilingual Quality Control

Academic Arabic held to the same standard

Quality controls for non-English academic output: punctuation and numeral conventions, terminology consistency and back-translation fidelity checks.

  • Arabic academic punctuation and numeral normalisation
  • Terminology glossary enforced across the document
  • Back-translation fidelity check against the source
  • Register and formality scoring

72 — Voice Studio

Papers you can listen to, lectures you can search

Turn a paper into a narrated summary you can listen to, and transcribe lectures or interviews into searchable text for your notes.

  • Paper-to-podcast narration from a real record
  • Lecture and interview transcription
  • Transcripts saved into your research notes
  • Useful for qualitative coding and revision

73 — Hire Expert

A real human review from a verified academic

Browse verified reviewers, see their rate per page or per paper, upload your manuscript privately and receive a written report through the order.

  • Reviewers verified at PhD student level and above
  • Price and estimated turnaround shown before you commit
  • Private manuscript upload with full version history
  • Messaging with the reviewer inside the order

74 — Sample Size Calculation

Know exactly how many participants your study needs

Determine the number of participants needed to detect a meaningful effect with statistical confidence, so you neither waste resources nor end up underpowered. Run it self-serve in the workspace or hand it to a verified expert.

  • Power analysis for RCTs, cross-sectional, case-control and cohort designs
  • Sample size for hypothesis tests, confidence intervals and equivalence / non-inferiority
  • Attrition adjustments, clustered designs and multiple comparison corrections
  • Written justification paragraph you can paste into a protocol or thesis

75 — Survey Analysis

Turn questionnaire responses into validated, publishable insight

From instrument design to psychometric modelling — reliability, factor structure and the full measurement story behind your questionnaire.

  • Questionnaire design consultation, cognitive testing and pilot analysis
  • Reliability: Cronbach's alpha, McDonald's omega, test-retest, ICC
  • Exploratory (EFA) and Confirmatory (CFA) factor analysis
  • Structural equation modelling, path analysis and measurement invariance

76 — Clinical Biostatistics

End-to-end statistics for clinical and health research

From raw clinical data to publication-ready outputs, with the assumption checks and sensitivity analyses reviewers ask for.

  • Descriptive and inferential analysis for every data type
  • Parametric and non-parametric testing matched to the study design
  • Regression modelling: linear, logistic, Poisson, ordinal and multinomial
  • Model diagnostics, assumption checking, outlier detection and sensitivity analysis

77 — Statistical Modeling

Advanced models for complex research questions

Longitudinal, clustered and time-to-event data handled with the right model — and explained in language your committee or reviewers will follow.

  • Mixed-effects models (LMM, GLMM) for longitudinal and clustered data
  • Survival analysis: Kaplan-Meier, Cox regression, competing risks, parametric models
  • Generalized Estimating Equations (GEE) for repeated measures
  • Machine learning for research: random forests, gradient boosting, SVM with interpretability

78 — Data Visualization

Publication-ready figures that read at a glance

Charts and diagrams built to journal specification — correct sizing, typography and colour, exported at the resolution the publisher wants.

  • Publication figures in R (ggplot2), Python (matplotlib/seaborn) and GraphPad Prism
  • Custom colour palettes, typography and layouts matching journal guidelines
  • Multi-panel figures with shared legends, highlighting and annotations
  • Forest plots, Kaplan-Meier curves, volcano plots, heatmaps and correlation matrices

79 — Data Cleaning & Validation

Start every analysis with data you can defend

Audit, clean and validate your dataset before any model is fitted, with a documented trail of every decision made along the way.

  • Raw data auditing: missingness patterns, duplicate detection, logic checks
  • Missing data handling with multiple imputation (MICE, Amelia) and sensitivity analysis
  • Outlier identification using statistical and visual diagnostics
  • Standardisation, variable coding, transformation and full cleaning documentation

Try it on a real question

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