Audits
Dogs see color, mainly blues and yellows, much like red-green colorblind people.
Version 1 (draft). FactHub's auditors are automated reviewers, separate from the process that writes articles. Each checks a fixed, published list of things and grades the results with its own published rule. They can be wrong; an audit is not a human expert review. All auditors
Across versions
| Version | First Look | Standards |
|---|---|---|
| Version 1 | 5/5 | 5/7 |
First Look
A: Passes the first look: nothing obviously wrong. Minor notes may be reported as feedback without lowering the grade.
- Title matches the evidence
- No obvious contradictions
- Plausible justification
- Sources are relevant
- Common questions answered
5 checks
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Pass Title matches the evidence
The title 'Dogs see color, mainly blues and yellows...' matches the False finding and the four evidence items, which show two-cone color vision with blue-yellow emphasis.
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Pass No obvious contradictions
The finding False, the answer's two-cone color vision, and the conclusion's rejection of black-and-white vision agree. Cone peaks of 430/429 nm and 555 nm and the 10 to 18 percent S-cone range match the cited sources closely enough.
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Pass Plausible justification
The conclusion explains that three independent methods (behavior, pigments, anatomy) plus the 2013 color-over-brightness test rule out black-and-white vision, and it names the remaining limits.
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Pass Sources are relevant
All four sources are peer-reviewed studies on dog color vision or dog retinal cones, matching the claims they support.
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Pass Common questions answered
There are three common questions, and each response addresses its question directly (brightness control, scientific usage of colorblind, and the smell-versus-color point).
Coverage: Read the article JSON in full, including evidence, objections, sources, and conclusion. Fetched text for all four sources was available. Neitz 1989 and Jacobs 1993 were paywalled Cambridge pages, so only abstracts, metadata and reference lists were visible; I relied on abstracts for those. Mowat 2008 and Kasparson 2013 were full texts, and I checked the article's cone percentages, sample sizes (18 eyes from 9 beagles; eight dogs; half choosing by color in all 10 tests) and the 2013 result against them. Did not assess deeper reasoning, which is for the other auditors.
Standards
B: Meets the standard, with several things to polish.
- Verdict fields agree and stand alone
- Consistent house style
- Title states the finding
- Each section does its job
- Limitations are specific
- Tone is measured and respectful
- Readers can verify it
7 checks · 2 concerns
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Concern (minor) Verdict fields agree and stand alone
Narrow the claim to the rated point, e.g. "Dogs see the world only in black and white.", and leave the colorblind distinction to context.
Read as a sentence, the verdict is: FactHub rates the claim "Dogs are colorblind and see the world only in black and white." False (High confidence): "Dogs have two types of color-sensing cones and can tell colors apart, mainly blues from yellows." The answer stands alone. Title, summary, key points and conclusion agree with False/High. The claim, however, is compound: "Dogs are colorblind" and "see the world only in black and white." The verdict-statement rule says a compound claim is split and the main point rated. The article does this split elsewhere: - context: "This article rates the black-and-white version of the claim" - method 1 separates the two statements - conclusion: "The narrower claim that dogs are red-green colorblind is accurate" - key point 5: "Dogs are colorblind only in the narrow scientific sense" The claim field itself still bundles both assertions. Quoted alone, the verdict reads as if "dogs are colorblind" were also False, which pulls against the article's own key point and conclusion.
About claim, conclusion, context, key-point:5, method:1 The finding
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Concern (minor) Consistent house style
Use "430 to 435 nm" for the 1993 peak in key point 2 and conclusion; explain "opsin" (light-sensitive cone protein) and spell out nanometers (nm) at first use.
Two Minor lapses against house style. 1. Inconsistent rounding for the same figure. The house-style rule requires "the same rounding for the same figure everywhere." The short-wavelength peak from the 1993 recordings appears as "a second peaking at 430 to 435 nm" in evidence:photopigments-1993. The conclusion attributes the same measurement as "peaking near 430 nm (blue-violet)," and key point 2 gives "near 430 nm." 2. Unexplained technical terms. The rule says terms a general reader would not know are explained at first use. - "antibodies specific to each cone opsin" and "long/medium-wavelength opsin" (evidence:retina-anatomy-2008) never explain "opsin" (the light-sensitive protein in a cone). - The unit "nm" is never spelled out as nanometers at first use (key point 2, conclusion). No drafting text, spelling or naming inconsistencies were found. The British spelling "Colour" appears only in a source's published title, where it is correct.
About conclusion, key-point:2, evidence:photopigments-1993, evidence:retina-anatomy-2008 The finding
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Pass Title states the finding
The title "Dogs see color, mainly blues and yellows, much like red-green colorblind people." meets the title-form rule. It names the subject (dogs), states the verified finding in positive form, and resolves the black-and-white claim for a title-only reader without repeating the myth. It is neutral and not clickbait. The seoTitle "Are dogs colorblind? Dogs see blues and yellows, not just black and white" uses search wording, which the rule allows, and still states the finding.
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Pass Each section does its job
Each field does the job the rules assign it. - Summary: one sentence naming the lines of evidence ("Behavioral color tests in the US and Russia, electrical recordings of dog cone pigments, and microscope counts of dog retinal cones"). - Key points: state what the evidence establishes. - Context: one paragraph of essential framing on the two meanings of "colorblind." - Conclusion: synthesizes rather than restates. It explains how behavioral, physiological and anatomical lines fit together, and weighs limitations ("small numbers of dogs (three and eight)", "earliest findings come from one laboratory"). It names what remains unproven ("how color appears to a dog subjectively, how much it varies by breed") and ties this to the high confidence. - Editorial note: gives scope ("addresses whether dogs see only in black and white"), caveats ("small samples... one breed (beagles)") and review status ("No external specialist review has been recorded"). No hand-written independence note appears.
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Pass Limitations are specific
Each limitation is specific to its item and says what the item does not prove. - behavioral-1989: "Only three dogs... not how color appears to them." - photopigments-1993: "Measuring pigments shows the eye can register color but not, by itself, that the brain uses it." - retina-anatomy-2008: "18 eyes from 9 beagles of one breed... cannot show how the brain combines their signals." - color-vs-brightness-2013: "tested only with yellows and blues... does not test red-green discrimination." None is boilerplate.
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Pass Tone is measured and respectful
The language is measured. The conclusion says the evidence rules out black-and-white vision "with high confidence" and openly lists what remains less settled. Objection responses are short, evidence-based and respectful. For example, "Scientists themselves say dogs are colorblind" is answered by explaining the technical meaning, not by dismissing the reader. There is no ridicule and no unjustified absolute such as "proves" or "definitively."
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Pass Readers can verify it
Sources meet the verification-aids rule. - Each carries a role label ("Peer-reviewed study", "Peer-reviewed study (open access)"). - Each has a full title with journal, volume and pages. - Each has a stable anchor: DOIs for neitz-1989, jacobs-1993 and kasparson-2013; PMID 19112529 / PMCID PMC2610288 for mowat-2008. - Each description says why it was chosen (e.g. "chosen as anatomical evidence from a separate team in a different country"). The method steps cover all four required elements: 1. A precise claim definition separating black-and-white from red-green colorblind. 2. Prioritizing different methods, institutions and countries over a single study. 3. The sources reviewed ("journal pages, DOIs, and PubMed Central full texts"). 4. Recording of limits ("sample size and dependencies").
Coverage: I examined all reader-visible article fields: title, seoTitle, description, claim, answer, summary, key points, context, conclusion, all four evidence items with limitations, three objections, four method steps, editorial note, the image caption and alt text, and the four source entries. Supplied source texts were available for all four sources but were not used to judge accuracy, which belongs to the Source Checker. The neitz-1989 and jacobs-1993 pages provided abstracts only. Metadata fields such as dates, identifiers and URLs were not style-checked, per scope.