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

718 / 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

718 / 1063

Text Span Under Review

effeminate pansy

Context excerpt

Source: local SemEval corpus fallback

Accused Woman Abuser Keith Ellison Asks House Ethics to Investigate

Well, unlike Supreme Court nominee Brett Kavanaugh, Rep. Keith Ellison (D-MN), who is running for attorney general in Minnesota without an active attorney's license, has not stood before a committee to deny or address accusations against him by several women who have accused him of verbal and physical abuse.
At least one woman even filed a police report about his abuse.
No, Ellison has called on the House of Representatives, not the FBI, as Senate Democrats have urged in the case of Judge Kavanaugh, to investigate the claims.
"I am taking this step now because I am innocent and eager to see this entire matter resolved,” Ellison said in a statement.
“These allegations have lingered in the public sphere, and remain unsubstantiated," he added.
"I welcome an investigation by the House to allow us to move on."
take our poll - story continues below
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
* John Bolton Richard Grenell Dina Powell Heather Nauert Ivanka Trump
Email *
Comments Thi

[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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Advanced Diagnostics

Internal Reference

Review Item Details

Diagnostics

Review Item ID

semeval2020_task11_validation_717

Source Type

semeval2020_task11

Language

Reference Context

Default

Source Context

Article Metadata

Article ID

article790499380

Full context excerpt

Source: local SemEval corpus fallback

Accused Woman Abuser Keith Ellison Asks House Ethics to Investigate

Well, unlike Supreme Court nominee Brett Kavanaugh, Rep. Keith Ellison (D-MN), who is running for attorney general in Minnesota without an active attorney's license, has not stood before a committee to deny or address accusations against him by several women who have accused him of verbal and physical abuse.
At least one woman even filed a police report about his abuse.
No, Ellison has called on the House of Representatives, not the FBI, as Senate Democrats have urged in the case of Judge Kavanaugh, to investigate the claims.
"I am taking this step now because I am innocent and eager to see this entire matter resolved,” Ellison said in a statement.
“These allegations have lingered in the public sphere, and remain unsubstantiated," he added.
"I welcome an investigation by the House to allow us to move on."
take our poll - story continues below
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
Who should replace Nikki Haley as our ambassador to the U.N.?
* John Bolton Richard Grenell Dina Powell Heather Nauert Ivanka Trump
Email *
Comments Thi

[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

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": "article790499380",
  "article_text_length": 6269,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}

Inspect Backend Response (Diagnostic RAW JSON)

{
  "id": "semeval2020_task11_validation_717",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "effeminate pansy",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 6055,
  "span_end": 6071,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article790499380",
    "article_text_length": 6269,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}