Most Research Papers are Lying to You (Here’s How to Tell)

A PhD student lost six months of work because twelve of his forty cited papers were either predatory, methodologically flawed, or retracted. Nobody had taught him how to evaluate a paper before trusting it. In this video — Step E of Wasim's Literature FINDER Pyramid — Dr. Muhammad Wasim gives you a complete 7-point evaluation checklist that you can run on any research paper. 🔍 What You'll Learn: The difference between external quality signals (Narrow step) and internal quality signals (Evaluate step) How to verify whether a journal is legitimate or predatory How to evaluate methodology, dataset quality, and result honesty How to spot overstated claims that misrepresent the evidence How to check for retracted papers — and why this is non-negotiable How to cite weak papers critically without damaging your credibility How to handle preprints, conference papers, and grey literature How to spot AI-generated papers in 2026 🕒 TIMESTAMPS 0:00 – Introduction 3:45 – Why Evaluation is a separate step? 6:32 – The Seven-Point Evaluation Checklist 25:14 – The Complete Evaluation Checklist 26:26 – How to Cite Weak Papers? 28:40 – Special Cases — Conference Papers, Preprints, and Grey Literature 31:20 – Building Your Evaluation Habit 33:06 – Tools for the Evaluate Step 35:01 – A Quick Word on AI-Generated Papers 37:59 – Summary 🛠️ Tools Covered: Retraction Watch: https://retractionwatch.com Scimago Journal Rankings: https://scimagojr.com Beall's List: https://beallslist.net Scopus Source List: https://scopus.com/sources CORE Conference Rankings: https://portal.core.edu.au Think Check Submit: https://thinkchecksubmit.org ResearchGate: https://www.researchgate.net 📌 FINDER Pyramid Playlist: F — Field:    • Google Scholar Is Missing Half Your Research   I — Identify:    • Can't Find the Right Papers? You’re Search...   N — Narrow:    • Most Researchers Get This Wrong: The 5-Fil...   D — Dig:    • Read Academic Papers 10x Faster With This ...   E - Evaluate: You are here R — Refine: Coming up next #LiteratureReview #ResearchPapers #PhDTips #AcademicIntegrity #PredatoryJournals #ThesisWriting #AcademicWriting #WasimFINDERPyramid #ResearchSkills #PhDLife