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3 sourcesFirst reported today at 02:37, updated 12 h ago

Prediction markets open new front for U.S. election misinformation

Photo: The Straits Times

Article analysis

8out of 10

Band DEditorialising in its own voice

Headline compresses expert warnings into a stated fact, and narration adds a few evaluative labels, while Kalshi's response is quoted substantively and Polymarket's non-response is noted.

Three of the three outlets that covered this event headlined it neutrally.

The paper's own narration evaluates, which places it in the top band.

1 Straight reporting10 Campaigning

The same event, one framing

The earliest headline of each kind. Marked words are judgements in the headline itself: stated as fact or in quotation marks.

Neutral 3 of 3

Prediction markets open new front for US election misinformation

Bangladesh Sangbad Sangstha (BSS)

How the 8 was worked out

The model answers seven fixed questions from 0 to 3 and cites evidence for each. The score is calculated from the answers in code, so any disagreement points to one question.

  1. G1
    Reporter's own voiceRecurring evaluative language in the reporter's voice. Evidence 1 2 4
    2
  2. G2
    HeadlineCompresses or intensifies, but the claim stays attributed. Evidence 3
    1
  3. G3
    Other side missingEvery party involved responds substantively.
    0
  4. G4
    Weight of the unanswered allegationNo allegation against an identifiable party.
    0
  5. G5
    Loaded quotesSome evaluative words in quotes, in proportion to the event. Evidence 5
    1
  6. G6
    Unattributed claimsOne or two disputable claims are unattributed. Evidence 1
    1
  7. G7
    Missing contextNecessary background is present.
    0

Evidence

1OpinionatedReporter voice

has already made unsubstantiated allegations of fraud central to his political movement

Reporter-voice characterisation of Trump's claims and movement, though widely documented, is evaluative and unattributed.

2Word choiceReporter voice

controversial new scoreboard

Evaluative label in narration framing prediction markets negatively.

3Headline-body attribution mismatchHeadline voice

open new front for US election misinformation

Headline asserts in paper's voice what body attributes mainly to experts' warnings.

4Word choiceReporter voice

baselessly blaming fraud

Adjudicating adverb in narration summarising concerns.

5Emotional sensationalismAttributed quote voice

put more gasoline on this

Quoted metaphor, proportionate and attributed.

6Source selectionReporter voice· not scored

experts expressed fears

Expert sources lean critical, though Kalshi is quoted substantively.

Show the calculation
S = G2 + … + G7 = 1 + 0 + 0 + 1 + 1 + 0 = 3
G1 = 2, at least 2: band D
Band D: set by G1 and S. Score 8

Every headline, in order

About this method

Method. Bias types follow the Table of Media Bias Elements and the Media Bias Taxonomy (both CC BY 4.0). The impartiality rules follow the BBC Editorial Guidelines and the Ofcom Broadcasting Code. This analysis was made by claude-opus-5-5 on rubric 1.0.0. The score is calculated from the seven answers, never generated.

What this is not. No outlet gets a standing bias rating, and there is no left/right axis, because that axis does not describe Bangladeshi politics. Each analysis covers one article about one event. Members' analytics count how each outlet's headlines were labelled over a chosen period, with the number of headlines behind every share, and also show the average score of an outlet's scored articles: that average describes those articles (mostly each story's lead), not the outlet, and outlets are never ranked by it or by any share.

Known limits. Headlines are grouped into stories automatically, so an unrelated headline sometimes slips in; it is shown faded rather than hidden. Where outlets carry the same wire copy, the comparison has little to show. Human annotators agree on bias in Bangla news only moderately (κ = 0.574 at best), which limits what any automated score can claim.

The full method