✕ Sensationalism [9/10]: The headline uses a flippant tone and a pun ('no kidding') to mock the study rather than inform, undermining the seriousness of environmental contamination research.

"Study shows salmon exposed to cocaine swim longer distances... no kidding"

✕ Loaded Language [8/10]: The phrase 'no kidding' implies the result is obvious and unworthy of study, framing the research as absurd rather than scientifically valid.

"no kidding"

✕ Editorializing [10/10]: The author inserts personal anecdotes and opinions, such as referencing a private school friend giving goldfish cocaine, which has no relevance to the study and serves only to ridicule the research.

"I'm pretty sure I went to school with a guy who gave his goldfish cocaine, you could have just talked to that guy and saved yourself a lot of money."

✕ Appeal to Emotion [9/10]: Phrases like 'We are truly living in the dumbest timeline imaginable' provoke mockery and disdain rather than informing readers about environmental drug contamination.

"We are truly living in the dumbest timeline imaginable."

✕ Loaded Language [8/10]: Terms like 'loser' and 'dumb question' inject hostility and condescension, alienating readers who might take scientific research seriously.

"The next time some loser tells me to 'trust the science,'"

✕ Vague Attribution [7/10]: The article cites 'scientists from Australia's Griffith University and the Swedish University of Agricultural Sciences' but provides no names, quotes, or direct references to the study, weakening accountability.

"a group of scientists from Australia's Griffith University and the Swedish University of Agricultural Sciences"

✕ Cherry-Picking [8/10]: Only the swimming distance result is highlighted, while no mention is made of potential ecological risks or long-term health impacts on fish, skewing the study’s significance.

"the fish that took a couple bumps swam nearly two times farther per week"

✕ Omission [9/10]: No mention of the actual purpose of the study — to assess ecological risks of pharmaceutical pollution in waterways — despite referencing a 2024 shark study, which could have provided balance.

✕ Omission [10/10]: The article does not explain why studying drug effects on aquatic life matters — such as endocrine disruption, ecosystem imbalance, or bioaccumulation risks — despite mentioning contaminated waterways.

✕ Misleading Context [9/10]: By framing the study as a joke, the article ignores the real-world context: increasing pharmaceutical pollution in oceans and rivers is a documented global issue.

"why the hell was this a scientific study?"

✕ Narrative Framing [8/10]: The entire piece is structured around a pre-existing narrative that mocks 'wasteful science,' ignoring the study’s role in environmental monitoring.

"We haven't cured cancer yet, but we figured out that fish can swim longer when their rivers are turned into a Motley Crue concert bathroom from 1989?"