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

672 / 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

672 / 1063
Context excerpt

Source: local SemEval corpus fallback

‘Emotional And Physical Abuse’: Muslim Brotherhood DNC Deputy Chair Ellison Accuser Posts Doctor’s Report Naming Him As Alleged Abuser

There is abundant evidence that Karen Monahan is telling the truth when she says that Muslim Brotherhood Congressman Hakim Muhammad, aka Keith Ellison, abused her.
By contrast, there is absolutely no evidence whatsoever that Brett Kavanaugh abused Christine Blasey Ford.
But while the Democrats are in a lather over Ford and Kavanaugh, demanding a delay of the confirmation vote until after the midterm elections that they are sure will go their way, they couldn’t care less about Karen Monahan.
And that shows that all their #MeToo rhetoric is pure politically-motivated hypocrisy — as if anyone didn’t know that by now.
“‘Emotional And Physical Abuse’: Ellison Accuser Posts Doctor’s Report Naming Congressman As Alleged Abuser,” by Peter Hasson, Daily Caller, September 19, 2018 (thanks to Christian):
The ex-girlfriend accusing Democratic Minnesota Rep. Keith Ellison of domestic abuse told her doctor in 2017 about alleged “emotional and physical abuse” from Ellison, according to a document the woman published Wednesday.
take our poll - story continues belo

[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_671
Source Type
semeval2020_task11
Language
en
Reference Context
Default
Source Context

Article Metadata

Article ID
article788626289
Full context excerpt

Source: local SemEval corpus fallback

‘Emotional And Physical Abuse’: Muslim Brotherhood DNC Deputy Chair Ellison Accuser Posts Doctor’s Report Naming Him As Alleged Abuser

There is abundant evidence that Karen Monahan is telling the truth when she says that Muslim Brotherhood Congressman Hakim Muhammad, aka Keith Ellison, abused her.
By contrast, there is absolutely no evidence whatsoever that Brett Kavanaugh abused Christine Blasey Ford.
But while the Democrats are in a lather over Ford and Kavanaugh, demanding a delay of the confirmation vote until after the midterm elections that they are sure will go their way, they couldn’t care less about Karen Monahan.
And that shows that all their #MeToo rhetoric is pure politically-motivated hypocrisy — as if anyone didn’t know that by now.
“‘Emotional And Physical Abuse’: Ellison Accuser Posts Doctor’s Report Naming Congressman As Alleged Abuser,” by Peter Hasson, Daily Caller, September 19, 2018 (thanks to Christian):
The ex-girlfriend accusing Democratic Minnesota Rep. Keith Ellison of domestic abuse told her doctor in 2017 about alleged “emotional and physical abuse” from Ellison, according to a document the woman published Wednesday.
take our poll - story continues belo

[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": "article788626289",
  "article_text_length": 3324,
  "raw_split": "dev",
  "source_loader": "zenodo_fallback",
  "template_label": "?"
}
Inspect Backend Response (Diagnostic RAW JSON) 
{
  "id": "semeval2020_task11_validation_671",
  "source_dataset": "semeval2020_task11",
  "split": "validation",
  "language": "en",
  "text": "#MeToo",
  "context": null,
  "labels_original": [],
  "labels_rhetoric": [],
  "techniques": [],
  "span_start": 662,
  "span_end": 668,
  "is_manipulative": true,
  "annotation_quality": "external_unlabeled",
  "mapping_confidence": "unknown",
  "metadata": {
    "article_id": "article788626289",
    "article_text_length": 3324,
    "raw_split": "dev",
    "source_loader": "zenodo_fallback",
    "template_label": "?"
  }
}