✕ Cherry-Picking [4/10]: ¶1 · The phrase 'almost 300' is vague and could be more precise to avoid impression of exaggeration; exact number would improve clarity.

"almost 300 active contracts"

✕ Vague Attribution [3/10]: ¶1 · The source is institutional but not directly attributed to a specific report or individual, slightly weakening transparency.

"according to data from the parliamentary library"

✕ Misleading Context [6/10]: ¶3 · The article states the claims were not substantiated but does not clarify what threshold of proof was used or whether 'not substantiated' means disproven or inconclusive, potentially misleading readers.

"An internal investigation did not substantiate the claims, with a further investigation by another external legal firm also supporting the original outcome."

✕ Misleading Context [5/10]: ¶4 · The ongoing nature of the investigation is noted, but the article later presents findings from it (e.g., secondary instances), creating a slight tension in timeline clarity.

"a different external law firm, Allens, was appointed to look into the claims, which is ongoing."

✕ Vague Attribution [3/10]: ¶6 · While the source is named, the content of what was revealed is not directly quoted or linked to a record, relying on secondhand reporting.

"was publicly revealed by Labor senator Deborah O'Neill in March under parliamentary privilege."

✕ Missing Historical Context [5/10]: ¶7 · The admission is reported, but the article does not specify whether this refers to the internal or external investigations, potentially confusing accountability.

"KPMG admitting the investigations "fell short of the firm's expectations" and apologising to the whistleblower."

✕ Vague Attribution [3/10]: ¶8 · The information is attributed to ASIC but not to a specific official, hearing transcript, or document, creating mild sourcing opacity.

"ASIC revealed it had begun a formal investigation into KPMG and revealed two of three registered auditors it was looking into: Eileen Hoggett and audit partner Paul Rogers."

✕ Cherry-Picked Timeframe [6/10]: ¶10 · The article highlights post-scandal contracts but does not compare them to pre-scandal volume or value, which could provide better context on procurement trends.

"Thirty-one government contracts, worth nearly $24 million, were signed with KPMG after the scandals became public on March 24."

✕ Source Asymmetry [4/10]: ¶11 · The quote is properly attributed, but no counterpoint from government or KPMG is provided in this section, creating temporary imbalance.

"said senator Barbara Pocock."

✕ Missing Historical Context [6/10]: ¶12 · The comparison to PwC is relevant context, but the article does not clarify whether KPMG is under similar restrictions, leaving a gap in accountability comparison.

"The arm dealing with public contracts was sold off for a dollar in 2023 and it currently does not bid for any federal government contracts due to a non-compete clause."

✕ Vague Attribution [5/10]: ¶13 · Misspelling of 'Mulino' undermines credibility; also, Chalmers has not provided comment, so the statement is incomplete.

"Assistant Treasurer Daniel Mulinio said the government would examine all of its contracts with KPMG and the Treasurer Jim Chalmers has been contacted for further comment."