At the bottom of a news article, in grey type roughly the size of a parking ticket's fine print, you will sometimes find a sentence starting "Correction:" or "Editor's note:" or, very rarely, "This article has been retracted." * Most people scroll straight past. That is a mistake, because those three labels are not synonyms. They are a ranking system, and the outlet chose which rung to stand on. Learning to read the difference tells you exactly how badly a story went wrong — and, more usefully, how honest the outlet is being about it. * **Correction: we got a fact wrong** * A correction is the smallest admission. It fixes a discrete, checkable error: a misspelled name, a wrong date, a figure that was millions instead of billions, a photo caption identifying the wrong person. * The key thing about a correction is that the story survives it. The outlet is saying: the reporting stands, one brick was wrong, we replaced the brick. * This is also the only rung that is formally compulsory anywhere. In the UK, Clause 1(ii) of the Editors' Code of Practice — the rulebook enforced by press regulator IPSO — reads: "A significant inaccuracy, misleading statement or distortion must be corrected, promptly and with due prominence, and — where appropriate — an apology published" (Editors' Code of Practice, Clause 1(ii), via the Society of Editors). * Two words in there do a lot of work. "Promptly" and "with due prominence." A correction printed six weeks later at the bottom of page 34, for an error that ran across the front page, technically exists and practically does not. Prominence is where outlets quietly cheat, and it is the single best test of whether a correction was made in good faith or made to close a file. * **Clarification: we were technically accurate and still misled you** * A clarification is the weasel of the family, and it is worth understanding precisely because it is doing something slippery. * It is used when every individual fact in the story was defensible, but the overall impression was wrong. Nobody misspelled anything. The story just left you believing something that is not true. * Sometimes that is genuinely fair — language is imprecise, readers infer things nobody intended. But a clarification is also the standard escape hatch for a story that was engineered to imply a thing the outlet could not actually stand up. Publish the implication, harvest the traffic, clarify on Tuesday. * **How to tell the honest ones from the escape hatches:** an honest clarification states plainly what the wrong impression was and corrects it. A defensive one says something like "the article may have been open to misinterpretation" — putting the error inside your head rather than on the page. * **Editor's note: the problem was bigger than a fact** * An editor's note is what an outlet uses when the failure is not one wrong number but the judgement, the sourcing, or the ethics of the piece. It is a level of admission above a correction, and it usually takes far longer to appear — a correction can go up in an hour, an editor's note often follows an internal review that runs days or months. * The most-cited modern example: in June 2020 The New York Times appended a lengthy editors' note to an op-ed by Senator Tom Cotton, saying the piece "fell short of our standards and should not have been published." Not one fact was declared false in the headline of that note. The judgement was the error. * So when you see an editor's note, read it as: *something about how this story was made went wrong, not just what it said.* * **Retraction: the story should not exist** * The nuclear option. A retraction says the article's central claim does not stand and the piece is withdrawn. It is rare, because it is an admission that everything — the reporting, the editing, the fact-checking, the sign-off — failed at once. * Two textbook cases: * **Rolling Stone, "A Rape on Campus."** Published in the 19 November 2014 issue, questioned almost immediately by The Washington Post, and formally retracted on 5 April 2015 after Rolling Stone asked Columbia Journalism School to investigate. Columbia's roughly 12,000-word report called it a "journalistic failure that was avoidable" and found problems at every stage — reporting, editing, fact-checking and editorial supervision. In November 2016 a federal jury in Virginia found the magazine, its parent Wenner Media and writer Sabrina Rubin Erdely liable in a defamation suit brought by University of Virginia associate dean Nicole Eramo. * **CNN and Anthony Scaramucci.** CNN published a story on 22 June 2017 linking Scaramucci to an investigation involving the Russian Direct Investment Fund, pulled it the following night, and posted an editor's note stating the story "did not meet CNN's editorial standards and has been retracted," with links disabled and an apology to Scaramucci. Three journalists — including the executive editor of CNN's investigative unit, the reporter and the editor — resigned days later. The story had rested on a single source and had bypassed the network's normal editorial process. * Notice what both retractions have in common: the failure was procedural. Somebody skipped the step that would have caught it. * **The rung ladder, and how to use it** * Read the label as a confession of severity: * **Correction** — a fact broke; the story is fine. **Clarification** — no fact broke; the meaning did. **Editor's note** — the process or the judgement broke. **Retraction** — the story broke; it should never have run. * Now the useful part. Three questions to ask of any of them: * **Where is it?** A correction to a front-page error belongs where the front-page error was, not buried at the foot of the online version. Displacement is the giveaway. * **Does it say what was wrong, or just that something was?** "An earlier version of this article misstated the figure. It was 4%, not 40%" is accountability. "This article has been updated" is a shrug wearing a lanyard. Silent edits — where the text quietly changes and no note appears at all — are the worst version, and they are common online precisely because they are invisible. * **Did the correction travel as far as the error?** The wrong version got the push alert, the tweet, the aggregators, the WhatsApp forward. The correction gets a paragraph the next morning. This asymmetry is structural, not accidental, and no regulator has solved it. * **Why bother reading the small grey type** * Because an outlet that corrects visibly, quickly and specifically is telling you something real about how it works. Corrections are not evidence an outlet is unreliable — they are evidence someone is checking. The outlets to worry about are not the ones with a corrections column. They are the ones that never seem to need one. * When you next argue with someone about whether a paper is trustworthy, skip the headline and go find its corrections page. Whether it has one, how easy it is to find, and whether the notes actually name the error will tell you more in two minutes than a year of arguing about bias.