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?

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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

423 / 1063
Context excerpt

Source: local SemEval corpus fallback

Imam Whose Son Was Training School Shooters Blasts Reporters On New Mexico Compound: “They Hate Islam”

It’s noteworthy that AP would carry this story at all; certainly, neither AP nor the rest of the establishment media is ever so solicitous of those whom they smear as “anti-Muslim” to allow us to tell our side of the story.
But the imam Siraj Wahhaj is here engaging in some “war is deceit” action.
His son was on the radar of counterterror officials for 13 years on suspicion of jihad activity.
He was training school shooters.
But of course, it’s all because of journalists who supposedly hate Islam and Muslims.
Ever the victim.
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Will Brett Kavanaugh be confirmed to the Supreme Court?
Will Brett Kavanaugh be confirmed to the Supreme Court?
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No, he will not be confirmed.
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“The Latest: Compound incident called anti-Mu

[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_422
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article778730964
Full context excerpt

Source: local SemEval corpus fallback

Imam Whose Son Was Training School Shooters Blasts Reporters On New Mexico Compound: “They Hate Islam”

It’s noteworthy that AP would carry this story at all; certainly, neither AP nor the rest of the establishment media is ever so solicitous of those whom they smear as “anti-Muslim” to allow us to tell our side of the story.
But the imam Siraj Wahhaj is here engaging in some “war is deceit” action.
His son was on the radar of counterterror officials for 13 years on suspicion of jihad activity.
He was training school shooters.
But of course, it’s all because of journalists who supposedly hate Islam and Muslims.
Ever the victim.
take our poll - story continues below
Will Brett Kavanaugh be confirmed to the Supreme Court?
Will Brett Kavanaugh be confirmed to the Supreme Court?
Will Brett Kavanaugh be confirmed to the Supreme Court?
* Yes, he will be confirmed.
No, he will not be confirmed.
Email *
Name This field is for validation purposes and should be left unchanged.
Completing this poll grants you access to Freedom Outpost updates free of charge.
You may opt out at anytime.
You also agree to this site's Privacy Policy and Terms of Use.
“The Latest: Compound incident called anti-Mu

[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": "article778730964",
  "article_text_length": 2357,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_422",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "Blasts",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 44,
  "span_end": 50,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article778730964",
    "article_text_length": 2357,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}