Frametra
Research & Resources
Structural Forensics · Research & Resources

Journalism curriculum &
media literacy tools
built on real methodology.

White papers, curriculum packs, practitioner guides, institutional licenses, and educator credentials — all grounded in Frametra's structural forensics methodology and the JeRI source diversity framework developed at Toronto Metropolitan University.

JeRI methodology — Adamson & Malik, TMU
2,400 articles benchmarked
Six forensic signals
Instant digital delivery
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Free Chrome Extension
Use Frametra on any article — directly in your browser
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Catalog at a Glance
18
Individual research and practitioner documents
4
Bundle options — starting at $54.99 USD
5
Institutional products via direct purchase
$5.99
Entry point — Fact-Check Checklist & Source Form
2yr
Certified Educator credential validity
The Frametra Methodology

Structural forensics is not fact-checking. It is something more measurable.

Six weighted signals. One composite score. Every product in this catalog is built on the same methodology — documented, citable, and grounded in the JeRI source diversity framework developed at Toronto Metropolitan University by Adamson and Malik.

28%
Source Attribution
Named, accountable sources for every claim
25%
Editorial Integrity
Neutral language, no unattributed framing
20%
Claim Pressure
Assertion density vs. attribution
10%
Epistemic Hedging
Uncertainty calibrated to evidence
10%
Evidence Signals
Quantitative and documentary grounding
7%
Passive Voice
Active voice for accountability claims
Institutional Licensing & Credentials

For journalism programs, faculties & newsrooms

Exclusively via direct purchase · Stripe
Frametra Journalism Faculty License Pack
Complete curriculum for post-secondary journalism programs

Five lesson plans with faculty facilitation guide, licensed student certification workbooks, department assessment integration guide, co-branded institutional certificate template, and one-year methodology update guarantee. Self-serve.

Faculty facilitation guide — all 5 lessons
Faculty answer key for certification workbook
Department assessment integration guide
Co-branded institutional certificate template
2027 methodology update — included free
Standard — 30 seats
$299 USD
Purchase →
Extended — 75 seats
$499 USD
Purchase →
Frametra Certified Educator Program
Train-the-trainer credential for journalism educators

The official practitioner credential for journalism professors, media literacy facilitators, teacher-librarians, and curriculum designers. Includes certificate, digital badge, facilitator guide, student assessment rubric, and teaching licence. Valid two academic years.

Educator methodology deep-dive
Certified Educator facilitator guide
Official student assessment rubric — exclusive
Teaching licence for Frametra materials
Certificate and digital badge (Open Badges)
Listed in Certified Educator directory
Individual — 1 educator
$299 USD
Purchase →
Departmental — 3 educators
$799 USD
Purchase →
Corporate Media Training Workshop Kit

Complete facilitator guide for newsrooms and communications teams

Two parallel tracks — Track A for journalists and editors, Track B for communications and PR professionals. Half-day and full-day modular formats. Participant workbook, 8 group exercises, and 30/90-day follow-up protocols. Self-contained — no subscription required.

Track A — Newsroom Track B — Comms & PR Half & full-day formats 8 group exercises Participant workbook
One-time purchase
$249
USD · via Stripe
Purchase via Stripe → Also on Gumroad →
Bundles

Save up to $133.93 with targeted bundles

Four options · Gumroad · instant delivery
Complete Catalog
All 9 Products — One Purchase
Methodology Guide · Curriculum Pack · Annual Report · Disinformation Playbook · JeRI Canadian Report · Certification Workbook · Template Pack · Style Guide · AI & Synthetic Media Module
$149
$282.93 individually
Get Full Catalog →
Practitioner Bundle
For Working Journalists & Freelancers
Disinformation Playbook · Newsroom Audit Templates · Methodology Guide
$54.99
Value: $72.97
Get Bundle →
Educator Bundle — Most Popular
For Journalism Educators
Curriculum Pack · Certification Workbook · Methodology Guide · Template Pack
$74.99
Value: $92.96
Get Bundle →
Canadian Research Bundle
For Researchers & Academics
JeRI Canadian Media Report · Structural Bias Annual Report · Methodology Guide
$109.99
Value: $142.97
Get Bundle →
Individual Products

Eighteen documents — $5.99 to $149 USD

Instant download · Gumroad & Etsy
Product 01

Frametra Methodology Guide

Complete signal definitions, weighted composite score formula, verdict thresholds, worked examples, and academic citation formats in APA, MLA, and Chicago.

Product 02

Media Literacy Curriculum Pack

5 lesson plans, 4 student worksheets, and 3 grading rubrics for teaching structural news analysis. Secondary and post-secondary level. Need it for 30+ students? See Faculty License Pack ↑

Product 03

State of Structural Bias — 2026 Annual Report

Signal-level analysis of 2,400 articles across 24 North American outlets. Heatmaps, source diversity findings, year-on-year trends, 7 recommendations.

Product 04

How Disinformation Is Built

12 named manipulation patterns with detection markers, 3 anatomy case studies, and a 48-point pre-publication audit checklist. For journalists and investigators.

Product 05

JeRI Framework Applied: Canadian Media

First systematic JeRI source diversity analysis of Canadian news — 1,200 articles, 18 outlets, English and French markets. Institutional: $149 via frametra.com.

Product 06

Analyst Certification Workbook

Six modules, graded exercises, and answer keys. Complete the capstone and earn the Frametra Structural Forensics Analyst credential.

Product 07

Newsroom Integrity Audit Template Pack

Four fillable working templates: 48-checkpoint pre-publication checklist, JeRI source attribution tracker, editorial bias self-audit form, and 8-week score log.

Product 08

The Frametra Style Guide for Journalists

How to write copy that passes each of Frametra's six forensic signals. Six signal chapters, 18 before/after rewrites, 12 exercises, and a pre-filing self-audit checklist.

Product 09

AI & Synthetic Media Analysis Module

Eight structural tells of AI-generated text, provenance audit framework, risk matrix, two fillable editorial policy templates, and four exercises.

Product 10

Newsroom Standards & SOP Kit

Six fillable operational policy templates: anonymous sourcing policy, attribution standards, pre-publication review workflow with Frametra score gates, correction protocol, AI disclosure policy, and editorial escalation matrix.

Product 11

Student Analyst Bootcamp — 14 Days

Structured 14-day program for earning the Frametra Structural Forensics Analyst credential. Three phases, daily exercises, JeRI audit worksheet, capstone rubric, progress tracker, and certificate preview.

Product 12

Creator & Podcast Script Integrity Pack

Four structural accountability tools for podcast hosts, newsletter writers, YouTube creators, and Substack authors. Pre-recording checklist, source planner, structure audit worksheet, and host/editor review form.

Product 13

LMS Teaching Assets Pack

72 lecture slides, 60 quiz questions, 12 assignment prompts, 18 discussion prompts, 4 grading rubrics, and 3 syllabus formats. Ready for Canvas, Moodle, Brightspace, or Google Classroom. Pairs with Faculty License Pack ↑

Template 01

Source Tracking Spreadsheet

Fillable source log for journalists — track every source before you file. 12-row source table, JeRI diversity audit, pre-filing summary, and sourcing notes. Open in browser, fill in, save as PDF.

Template 02

Fact-Check Workflow Checklist

Three-phase pre-filing verification checklist — claim mapping, active verification, and pre-publication checks. Covers statistical, legal, quote, identity, and visual verification. Fillable and print-ready.

Template 03

Editorial Style Guide Template

Fillable newsroom style guide covering source attribution policy, emotive vocabulary standards, claim handling, passive voice policy, and AI disclosure. Define your editorial standards in one document.

Template 04

Anonymous Source Documentation Form

Internal record form for documenting anonymous source decisions. Two complete forms per document — necessity, professional risk, corroboration, editor approval. The paper trail your editorial decisions require.

Template 05

Media Literacy Lesson Plan Template

Fillable lesson plan for journalism and media literacy educators. Objectives with Frametra signal dropdowns, five-phase activity structure, discussion prompts, and a four-criterion assessment rubric. Reusable every semester.

Already have a product?
Save more with a bundle — from $54.99
Every individual product is included in at least one bundle. The Complete Catalog saves $133.93.
See Bundles → Full Catalog — $149 →
Who These Products Are For

Four audiences. Clear recommendations.

🏫
Journalism Educators
Recommended
Faculty License Pack · Certified Educator Program · LMS Teaching Assets · Curriculum Pack · Certification Workbook · Educator Bundle
📰
Journalists & Editors
Recommended
Disinformation Playbook · Style Guide · Newsroom Templates · SOP Kit · Practitioner Bundle
🔬
Researchers & Academics
Recommended
JeRI Canadian Report · Annual Report · Methodology Guide · Canadian Research Bundle
🎓
Students & Freelancers
Recommended
Student Analyst Bootcamp · Certification Workbook · Style Guide · Methodology Guide · Template Pack
🎙
Creators & Podcasters
Recommended
Creator & Podcast Script Integrity Pack · Style Guide for Journalists · AI & Synthetic Media Module
Where to Purchase

Three channels. Instant digital delivery.

Gumroad

All nine products and four bundles available individually. Instant digital delivery. Credit card, PayPal, and international payments accepted.

Browse on Gumroad →
Stripe / Direct

Institutional licenses, Faculty License Pack, Certified Educator Program, and Corporate Workshop Kit purchased directly through Stripe. Invoice available on request.

Contact for institutional pricing →
Etsy

All nine products listed for educators browsing classroom resources. Prices shown in CAD. Instant digital download after purchase.

Visit Etsy Store →
The Frametra App
These tools are built on the same methodology that powers Frametra's structural forensics engine.

Run any article through Frametra's six-signal analysis in seconds. Free tier available. Investigator Pro includes cross-source comparison, source diversity scoring, and the full JeRI audit. For Canadian journalism education — frametra.ca.

Frametra.com
Structural forensics for journalism
Free · Writer Pro · Investigator Pro · Team plans
Visit →
Frametra.ca 🍁
Canadian journalism education
Education pricing · Canadian curriculum resources
Visit →
Chrome Extension — Free
Analyse any article in your browser
Works on any news site · instant structural scoring
Add to Chrome →