[grammar] ~14-~14: Did you mean “2D”(= two-dimensional) or “2nd” (= second)?
Context: ...that quality estimation only supports > 2d tasks. It supports all the annotation t...

(THREE_D)

[grammar] ~14-~14: Did you mean “2D”(= two-dimensional) or “2nd” (= second)?
Context: ...upports all the annotation types except 2d cuboids. > Note that tracks are co...

(THREE_D)

[grammar] ~64-~64: The usual collocation for “independently” is “of”, not “from”. Did you mean “independently of”?
Context: ...ion set images are sampled randomly and independently from the full dataset. That is, for the qual...

(INDEPENDENTLY_FROM_OF)

[typographical] ~190-~190: It appears that a comma is missing.
Context: ... be managed. ### Ground Truth In this mode some of the task frames are selected in...

(DURING_THAT_TIME_COMMA)

[grammar] ~217-~217: The singular determiner ‘this’ may not agree with the plural noun ‘methods’. Did you mean “these”?
Context: ...e quality in such jobs. Note that using this methods can result in increased total s...

(THIS_NNS)

[grammar] ~217-~217: Use the singular noun “method” with the word ‘this’.
Context: ...lity in such jobs. Note that using this methods can result in increased total size of t...

(DT_JJ_NNS_MD)

[typographical] ~226-~226: It appears that a comma is missing.
Context: ...b, if possible. ### Honeypots In this mode some random frames of the task are sele...

(DURING_THAT_TIME_COMMA)

[style] ~229-~229: Consider replacing ‘only’ with a different word to let your writing stand out.
Context: ...lidation frames are used. This mode can only be used at task creation and cannot be ...

(ONLY_EXCLUSIVELY_STYLE)

[formatting] ~267-~267: Consider inserting a comma after an introductory phrase for better readability.
Context: ...xample: a video annotation with tracks. In this case there is only 1 option - the Ground Tru...

(IN_THAT_CASE_COMMA)

[style] ~270-~270: Consider an alternative for the often overused word ‘important’.
Context: ... dataset annotation, image order is not important. Here you can use both options. You can...

(NOT_IMPORTANT)

[style] ~274-~274: Specify a number, remove phrase, use “a few”, or use “some”
Context: ...validation (for instance, you have only a small number of validation frames) or you want to allow...

(SMALL_NUMBER_OF)

[typographical] ~287-~287: It appears that a comma is missing.
Context: ... and review the frame details. For each frame you can see the number of uses in the t...

(DURING_THAT_TIME_COMMA)

[typographical] ~292-~292: It appears that a comma is missing.
Context: ... #### Frame changes In both validation modes it's possible to exclude some of the va...

(DURING_THAT_TIME_COMMA)

[grammar] ~294-~294: Did you mean “if” or “is” (with a reflexive pronoun)?
Context: ... validation frames are "bad", extra, or it they have incorrect annotations, which ...

(CC_IT_PRP)

[grammar] ~331-~331: The word “backup” is a noun. The verb is spelled with a space.
Context: ... on the honeypot frames. If you want to backup annotations, > use a task backup or exp...

(NOUN_VERB_CONFUSION)

[uncategorized] ~396-~396: Did you mean “if”?
Context: ...ated immediately** after task updates. It you want request quality metrics update...

(IT_IF_PREMIUM)

[typographical] ~14-~14: It appears that a comma is missing.
Context: ...to-check-task-quality-metrics) In this section we only highlight the key steps in qual...

(DURING_THAT_TIME_COMMA)

[uncategorized] ~34-~34: A comma might be missing here.
Context: ...y existing task > For already existing tasks only the Ground Truth validation mode i...

(AI_EN_LECTOR_MISSING_PUNCTUATION_COMMA)

Let me gather more information about the API documentation to verify the links and content.

Documentation appears complete with proper references and visual aids

The verification shows that:

1. The API reference link is consistently used in the documentation
2. The quality metrics refresh process is well documented with:
   • Clear instructions for manual refresh
   • A screenshot showing the refresh button location
   • Visual guides for reviewing the metrics
   • Explanation of computation time and requirements

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Verify API documentation links
rg -l "Job API create\(\)" 

Length of output: 101

Script:

#!/bin/bash
# Check for API documentation files and references
fd -e md -e rst -e yaml api_sdk
rg -l "api_sdk/sdk/reference/apis/jobs-api"

Length of output: 150

Script:

#!/bin/bash
# Look for quality metrics documentation
rg -A 5 "quality metrics" "site/content/en/docs/manual/advanced/analytics-and-monitoring/auto-qa.md"

Length of output: 941

Script:

#!/bin/bash
# Check if there are any screenshots or image references in the auto-qa documentation
rg -i "!\[.*\]" "site/content/en/docs/manual/advanced/analytics-and-monitoring/auto-qa.md"

Length of output: 707