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

119 / 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

119 / 1063
Context excerpt

Source: local SemEval corpus fallback

Bill Clinton: ‘I Did The Right Thing’ During Lewinsky Affair; ‘I Do Not’ Owe Her Apology

Former president Bill Clinton has spoken out about what happened during his affair with former White House intern Monica Lewinsky.
Among other things, Clinton says Lewinsky is not owed an apology from him and he “did the right thing.”
As reported by CNN, Speaking to Today, Clinton defended his decision to remain in office following the scandal.
“A lot of the facts have been conveniently omitted to make the story work, I think partly because they’re frustrated that they got all these serious allegations against the current occupant of the Oval Office and his voters don’t seem to care,” Clinton said, pointing to a series of sexual misconduct allegations against current President Donald Trump, who has denied them.
“I think I did the right thing.
I defended the Constitution.”
In an essay for Vanity Fair published earlier this year, Lewinsky said she was questioning the narrative surrounding the affair, which played a central role in Clinton’s eventual impeachment.
“Now, at 44, I’m beginning (just beginning) to consider the implications of power differentials that were so vast between a president a

[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_118
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article761568202
Full context excerpt

Source: local SemEval corpus fallback

Bill Clinton: ‘I Did The Right Thing’ During Lewinsky Affair; ‘I Do Not’ Owe Her Apology

Former president Bill Clinton has spoken out about what happened during his affair with former White House intern Monica Lewinsky.
Among other things, Clinton says Lewinsky is not owed an apology from him and he “did the right thing.”
As reported by CNN, Speaking to Today, Clinton defended his decision to remain in office following the scandal.
“A lot of the facts have been conveniently omitted to make the story work, I think partly because they’re frustrated that they got all these serious allegations against the current occupant of the Oval Office and his voters don’t seem to care,” Clinton said, pointing to a series of sexual misconduct allegations against current President Donald Trump, who has denied them.
“I think I did the right thing.
I defended the Constitution.”
In an essay for Vanity Fair published earlier this year, Lewinsky said she was questioning the narrative surrounding the affair, which played a central role in Clinton’s eventual impeachment.
“Now, at 44, I’m beginning (just beginning) to consider the implications of power differentials that were so vast between a president a

[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": "article761568202",
  "article_text_length": 2049,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_118",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "the American people",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 2027,
  "span_end": 2046,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article761568202",
    "article_text_length": 2049,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}