Review Workspace

RhetoricScore Review Lab

Review already-generated annotations and mappings for future Gold Data. Start from the source text and its context, compare the original label with the RhetoricScore mapping, then decide whether the item should be accepted, rejected, remapped, or kept uncertain.

Reviewer question

Is this annotation or mapping usable for Gold Data?

Dataset Queue

Choose Review Set

880 / 1063
cocolofa / test cocolofa / train cocolofa / validation cognitive / cognitive_benchmark_alpha cognitive / cognitive_benchmark_v0_sample semeval2020_task11 / test semeval2020_task11 / train semeval2020_task11 / validation
Step 1 · Source

semeval2020_task11 / validation

880 / 1063
Context excerpt

Source: local SemEval corpus fallback

Make full Mueller report public, Democratic candidates demand

© Provided by Oath Inc. Attorney General William Barr leaves his home in McLean, Va., on Friday, March 22, 2019.
(AP Photo/Jose Luis Magana)
Just minutes after special counsel Robert Mueller submitted his final report on his investigation into the 2016 Trump campaign’s ties to Russia to Attorney General William Barr, Democrats began pressuring the administration to make the findings public.
In a letter to Congress, Barr said that he could provide lawmakers with a summary of the findings “as soon as this weekend,” but for several of the Democrats seeking to replace Trump in the White House, that wasn’t sufficient.
This report should be made public immediately.
https://t.co/Q2JCExqYaA — Cory Booker (@CoryBooker) March 22, 2019
The American people deserve to know the full truth about Russia’s interference in our democracy.
The Special Counsel report must be publicly released in its entirety.
https://t.co/Q5OT6zPpOg — Julián Castro (@JulianCastro) March 22, 2019
Attorney General Barr—release the Mueller report to the American public.
Now.
https://t.co/sqz8eoTjLD — Elizabeth Warren (@ewarren) March 22, 2019
Special counsel M

[excerpt truncated]
Step 2 · Annotation

Compare Original Label and RhetoricScore Mapping

Review Target
Original Dataset Labels
None provided
RhetoricScore Mapped Labels
None provided
Detected / Imported Techniques
None detected
Annotation Quality
external_unlabeled
Mapping Confidence
unknown
Decision focus

Review the mapping and annotation quality. You do not need to judge whether the source text is factually true.

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Internal Reference

Review Item Details

Diagnostics
Review Item ID
semeval2020_task11_validation_879
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article832913316
Full context excerpt

Source: local SemEval corpus fallback

Make full Mueller report public, Democratic candidates demand

© Provided by Oath Inc. Attorney General William Barr leaves his home in McLean, Va., on Friday, March 22, 2019.
(AP Photo/Jose Luis Magana)
Just minutes after special counsel Robert Mueller submitted his final report on his investigation into the 2016 Trump campaign’s ties to Russia to Attorney General William Barr, Democrats began pressuring the administration to make the findings public.
In a letter to Congress, Barr said that he could provide lawmakers with a summary of the findings “as soon as this weekend,” but for several of the Democrats seeking to replace Trump in the White House, that wasn’t sufficient.
This report should be made public immediately.
https://t.co/Q2JCExqYaA — Cory Booker (@CoryBooker) March 22, 2019
The American people deserve to know the full truth about Russia’s interference in our democracy.
The Special Counsel report must be publicly released in its entirety.
https://t.co/Q5OT6zPpOg — Julián Castro (@JulianCastro) March 22, 2019
Attorney General Barr—release the Mueller report to the American public.
Now.
https://t.co/sqz8eoTjLD — Elizabeth Warren (@ewarren) March 22, 2019
Special counsel M

[excerpt truncated]
Summary
Review the precomputed dataset sample without changing scoring.
Reading Level: review only

Context Summary: Loaded from the existing review dataset.

Scores

Rhetorical Scores

High Variance Low Variance Reference Zone

Score data describing the text's rhetorical signals compared with the selected reference context.

Scores not available for this input.
Rhetorical Stability
N/A

No precomputed stability score is available for this review sample.

Detected Patterns

Detected Rhetorical Patterns

No unusual rhetorical patterns were detected in this sample.
Experimental Layer

Cognitive Quality Signals (Experimental)

Signal Status
Not_available
Language
en
Reference Context
Default
Explainability Details

Explainability Details (η Coefficients & Context Modifiers)

Detected Technique Domain Core Frequency Saturated Score Final Weight Alpha Context Eta Applied
No detailed explainability table is available for this result.
Raw metadata / debug 
{
  "article_id": "article832913316",
  "article_text_length": 2560,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_879",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "Trump or his hand-picked attorney general to get away with obstructing this criminal investigation",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 1709,
  "span_end": 1807,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article832913316",
    "article_text_length": 2560,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}