…
. So we need to output such block format for each paragraph/heading. They said write as plain HTML paragraphs and headings (e.g.,…
). So we need to include those comments. We must not use placeholders. Must be concise, actionable. At the end include paragraph promoting e-book with link provided exactly. We need to use facts from e-book: checklist items etc. We need to incorporate those points. We need to decide word count. Let’s aim around 470 words. We’ll write title line: “Title: AI-Driven Decision Protocol: When to Desk-Reject or Send to Review for Independent STEM Journal Editors”. Contains “AI” and “ai”? It has “AI-Driven”. Contains “AI” uppercase, but also need lowercase “ai”. Could include “ai” somewhere in title like “AI” and “ai”. Maybe “AI (ai)”? Better include both explicitly: “Title: AI and ai Decision Protocol: When to Desk-Reject or Send to Review”. That includes both “AI” and “ai”. Ensure SEO-friendly. Now content. We’ll write several sections: Introduction, The Decision Protocol Steps, Using AI for Initial Checks, Applying the Checklist, Making the Desk-Reject vs Send Decision, Best Practices, Conclusion, then promo paragraph. We need to use HTML block format for each paragraph/heading. We’ll need to count words. Let’s draft then count. I’ll write content in plain text with the HTML block comments. We’ll need to ensure each paragraph is wrapped. Let’s draft: Title line: Then blank line then HTML. We’ll start with…
for intro. Let’s write. I’ll write then count words manually. I’ll create a document. — Start drafting — Title: AI and ai Decision Protocol: When to Desk-Reject or Send to Review for Independent STEM Journal EditorsAs an independent journal editor, you must filter submissions quickly while maintaining rigorous standards. An AI‑assisted decision protocol helps you decide instantly whether to desk‑reject or send a manuscript to peer review.
Step 1: Run Automated AI and Integrity Checks
Use your AI toolkit to generate three key signals: (1) AI‑probability score for the text, (2) plagiarism percentage, and (3) image‑manipulation flags. These tools produce a report that you review in Chapter 8 of the e‑book.
Step 2: Apply the Initial‑Screen Checklist
Review the checklist items, answering each with a quick yes/no:
- Is the manuscript within the journal’s aims and scope?
- Does it meet the language threshold (comprehensible English)?
- Are all required sections present (Abstract, Intro, Methods, Results, Discussion, References)?
- Are figures and tables legible, properly referenced, and within word‑limit?
- Is the reference style roughly followed?
- Does the AI‑probability flag show high likelihood *and* low originality?
- Is there high‑text plagiarism (significant unattributed copying)?
- Is there clear evidence of image manipulation (duplication, splicing, alteration)?
Step 3: Answer the Decision Questions
Based on the checklist, ask three core questions:
- Does the manuscript meet the minimum threshold for language, structure, and formal completeness?
- Has the initial AI/manipulation check raised serious, unaddressed concerns?
- Is this manuscript a fit for our journal’s published aims and scope?
Step 4: Choose Desk‑Reject or Send to Review
If any answer is “no” to the scope or language questions, or if the AI/integrity check shows a high‑AI‑probability + low originality, high plagiarism, or clear image manipulation, issue a desk‑reject.
Use a polite but firm standard template (see Chapter 8) that cites the specific reason—scope misalignment, language insufficiency, or ethical concern—and sends the decision promptly.
If all answers are “yes” and no serious AI/integrity flags remain, move the manuscript to “Under Review” in your system, confident that it has a non‑trivial chance of acceptance and respects reviewers’ time.
Best Practices for Consistency
Document the rationale for every decision using the checklist answers; this creates a transparent audit trail you can share if authors query the outcome.
Keep your AI tools updated, calibrate plagiarism thresholds to your field, and train any co‑editors on the same protocol to ensure uniform application across submissions.
By integrating automated AI checks with a clear, step‑by‑step decision protocol, you accelerate the editorial workflow, uphold quality, and protect the integrity of your STEM journal.
Now the promo paragraph:For a comprehensive guide with detailed workflows, templates, and additional strategies, see my e-book: AI for Independent Academic Journal Editors (STEM): How to Automate Initial Manuscript Plagiarism and Image Manipulation Checks.
Now we need to count words. We need to count words in the entire article, excluding the title line? Usually word count includes everything after title? The instruction: “Write a concise 450-500 word WordPress blog post”. Likely includes everything after title line? Safer to count everything after “Title:” line inclusive? Let’s count all words in the content (including headings, paragraph text). We’ll not count the title line itself? Might be safer to include title line words as well. We’ll aim for total 460-480. Let’s count manually. I’ll copy the content into a counting method mentally. First, title line: “Title: AI and ai Decision Protocol: When to Desk-Reject or Send to Review for Independent STEM Journal Editors” Words: Title:(1) AI(2) and(3) ai(4) Decision(5) Protocol:(6) When(7) to(8) Desk-Reject(9) or(10) Send(11) to(12) Review(13) for(14) Independent(15) STEM(16) Journal(17) Editors(18). So 18 words. Now content. Paragraph 1: “As an independent journal editor, you must filter submissions quickly while maintaining rigorous standards. An AI‑assisted decision protocol helps you decide instantly whether to desk‑reject or send a manuscript to peer review.” Let’s count words. As(1) an2 independent3 journal4 editor,5 you6 must7 filter8 submissions9 quickly10 while11 maintaining12 rigorous13 standards.14 An15 AI‑assisted16 decision17 protocol18 helps19 you20 decide21 instantly22 whether23 to24 desk‑reject25 or26 send27 a28 manuscript29 to30 peer31 review32. 32 words. Heading Step 1: “