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

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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

911 / 1063
Context excerpt

Source: local SemEval corpus fallback

Robert Mueller Not Recommending Any More Indictments

Special counsel Robert Mueller will not recommend any more indictments as part of his investigation, the Justice Department announced Friday evening.
A senior Justice Department official announced the development shortly after the special counsel submitted its final report to U.S. Attorney General William Barr.
Barr will now review the report and write his own report on Mueller’s findings and present them to Congress as soon as this weekend.
“I am reviewing the report and anticipate that I may be in a position to advise you of the special counsel’s principal conclusions as soon as this weekend,” the attorney general wrote in a letter to Republican and Democrat leaders on the House and Senate Judiciary Committees.
He also said at no time did the Justice Department prevent Mueller from any actions he sought to make during the course of his investigation.
President Trump’s initial reaction to news of the report’s delivery is that he is “glad it’s over,” reported ABC News.
In a separate statement, Trump lawyers Rudy Giuliani and Jay Sekulow said:“We’re pleased that the Office of Special Counsel has delivered its report to the Attorn

[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_910
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article832917532
Full context excerpt

Source: local SemEval corpus fallback

Robert Mueller Not Recommending Any More Indictments

Special counsel Robert Mueller will not recommend any more indictments as part of his investigation, the Justice Department announced Friday evening.
A senior Justice Department official announced the development shortly after the special counsel submitted its final report to U.S. Attorney General William Barr.
Barr will now review the report and write his own report on Mueller’s findings and present them to Congress as soon as this weekend.
“I am reviewing the report and anticipate that I may be in a position to advise you of the special counsel’s principal conclusions as soon as this weekend,” the attorney general wrote in a letter to Republican and Democrat leaders on the House and Senate Judiciary Committees.
He also said at no time did the Justice Department prevent Mueller from any actions he sought to make during the course of his investigation.
President Trump’s initial reaction to news of the report’s delivery is that he is “glad it’s over,” reported ABC News.
In a separate statement, Trump lawyers Rudy Giuliani and Jay Sekulow said:“We’re pleased that the Office of Special Counsel has delivered its report to the Attorn

[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": "article832917532",
  "article_text_length": 2660,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_910",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "“Attempts to keep the collusion narrative alive, especially for political reasons, will only serve to further harm our political discourse and play into the hands of our foreign adversaries.”",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 2467,
  "span_end": 2658,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article832917532",
    "article_text_length": 2660,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}