Scientists say Beefalo are all beef, no -alo. Breeders disagree 36%

By Libby Riddle30%

7/7/2026, 4:30:00 PM

BS Summary: This article contains 21 faulty reasoning types, including Appeal to Authority, Anchoring Bias, and Recency Bias, with Confirmation Bias as the most egregious example at 11.1% saturation with 44 hits. Analysis detected 449 faulty-reasoning hits from 395 analyzed words, generating a BS Score of 43% and a BS Rank of 36% (13,555 of 20,882 articles). This article is better (less manipulative) than 64.90% of the article peer group.

“It was a surprise to us to discover that most of the Beefalo individuals we sequenced did not have detectable bison ancestry,” says Beth Shapiro, an evolutionary biologist at the University of California, Santa Cruz. 
Shapiro and her colleagues study the genomes of species known to produce hybrids, including bison and cattle, and wondered if Beefalo’s bison ancestry had been lost in the 50 years since they were first bred. 
In the first genome-wide analysis of the breed, her team analyzed preserved semen samples from 47 animals, most collected in the 1970s and ’80s and several from the original Beefalo herd. 
Thirty-nine of the animals contained no bison ancestry. 
The eight Beefalo with any bison DNA still contained less than the breed standard, defined by the American Beefalo Association as three-eighths bison ancestry. 
The ABA disputes these results. 
The association’s president, Dan Stricker, says that all “full-blood” Beefalo in their registry are required to pass DNA tests through labs at the University of California, Davis and at Neogen Genomics in Edmonton, Alberta, that confirm their bison ancestry. 
“We have serious concerns that the samples used in Dr. 
Shapiro’s study do not accurately represent modern, registered Beefalo that have been selectively bred for bison traits over many generations,” Stricker says. 
The researchers acknowledge that they sampled few present-day Beefalo, instead choosing to focus on the breed’s founding individuals. 
But study coauthor Jonas Oppenheimer, an evolutionary biologist now at the Centre for Paleogenetics in Stockholm, says it’s unlikely that present-day individuals contain more bison ancestry than the founders. 
The lack of bison ancestry in these Beefalo suggests that, although interbreeding between bison and cattle is possible, it’s biologically difficult. 
Throughout the 1900s, breeders attempted to establish stable populations of bison-cattle hybrids. 
All these efforts failed, including, it seems, Beefalo. 
While Beefalo may contain little bison ancestry, most wild bison have some amount of cattle genes. 
Conservationists worry that this mixed ancestry will compromise bison’s unique behaviors, disease resistance and even their legal protections. 
But Shapiro and Oppenheimer’s results  and their broader work on cattle-bison hybrids  suggest these concerns may be overblown. 
“While there clearly has been some gene flow between the two species since cattle were brought to North America,” Shapiro says, “it has been far less frequent and far less consequential than previously believed.” 
Article reasoning-pattern comparisonThis article: 11.1%Libby Riddle: 5.7%Science News: 2.6%Confirmation Bias11.1%This article: 8.9%Libby Riddle: 4.3%Science News: 1.1%Anchoring Bias8.9%This article: 4.1%Libby Riddle: 2.4%Science News: 2.5%Availability Heuristic4.1%This article: 7.6%Libby Riddle: 4.7%Science News: 1.5%Representativeness Heuristic7.6%This article: 0.0%Libby Riddle: 0.4%Science News: 0.5%Hindsight Bias0.0%This article: 0.0%Libby Riddle: 2.1%Science News: 2.5%Overconfidence Bias0.0%This article: 0.5%Libby Riddle: 4.2%Science News: 4.2%Framing Effect0.5%This article: 0.0%Libby Riddle: 1.3%Science News: 0.3%Loss Aversion0.0%This article: 0.0%Libby Riddle: 0.4%Science News: 0.3%Status Quo Bias0.0%This article: 4.6%Libby Riddle: 0.4%Science News: 0.2%Sunk Cost Effect4.6%This article: 7.3%Libby Riddle: 10.5%Science News: 4.2%Optimism Bias7.3%This article: 4.6%Libby Riddle: 0.9%Science News: 1.2%Pessimism Bias4.6%This article: 6.6%Libby Riddle: 3.2%Science News: 4.1%Negativity Bias6.6%This article: 0.0%Libby Riddle: 1.9%Science News: 0.4%Self-Serving Bias0.0%This article: 0.0%Libby Riddle: 0.6%Science News: 0.5%Fundamental Attribution Error0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.1%Actor-Observer Bias0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.1%In-Group Bias0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.1%Out-Group Homogeneity Bias0.0%This article: 0.0%Libby Riddle: 0.2%Science News: 1.4%Halo Effect0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Horn Effect0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Dunning-Kruger Effect0.0%This article: 8.6%Libby Riddle: 1.3%Science News: 0.8%Recency Bias8.6%This article: 0.0%Libby Riddle: 0.3%Science News: 0.3%Primacy Effect0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.1%Blind-Spot Bias0.0%This article: 0.0%Libby Riddle: 0.5%Science News: 0.2%Ad Hominem0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.2%Straw Man0.0%This article: 11.1%Libby Riddle: 5.8%Science News: 4.5%Appeal to Authority11.1%This article: 2.0%Libby Riddle: 0.9%Science News: 1.1%False Dilemma2.0%This article: 4.6%Libby Riddle: 1.3%Science News: 1.1%Slippery Slope4.6%This article: 0.0%Libby Riddle: 0.0%Science News: 0.1%Circular Reasoning0.0%This article: 2.0%Libby Riddle: 4.0%Science News: 4.0%Hasty Generalization2.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Red Herring0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.4%Bandwagon0.0%This article: 4.6%Libby Riddle: 3.2%Science News: 2.6%Appeal to Emotion4.6%This article: 0.0%Libby Riddle: 0.0%Science News: 0.5%Begging the Question0.0%This article: 5.3%Libby Riddle: 3.5%Science News: 2.5%Post Hoc (False Cause)5.3%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Tu Quoque0.0%This article: 5.6%Libby Riddle: 1.8%Science News: 0.4%Burden of Proof5.6%This article: 0.0%Libby Riddle: 1.1%Science News: 0.2%Appeal to Nature0.0%This article: 0.0%Libby Riddle: 0.5%Science News: 0.2%Composition/Division0.0%This article: 0.0%Libby Riddle: 2.2%Science News: 1.2%Anecdotal0.0%This article: 0.0%Libby Riddle: 0.5%Science News: 0.1%No True Scotsman0.0%This article: 4.1%Libby Riddle: 2.0%Science News: 1.6%Ambiguity (Equivocation)4.1%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Gambler’s Fallacy0.0%This article: 5.6%Libby Riddle: 0.5%Science News: 0.2%Middle Ground5.6%This article: 0.0%Libby Riddle: 0.0%Science News: 0.1%Personal Incredulity0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Special Pleading0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Genetic Fallacy0.0%This article: 2.5%Libby Riddle: 1.0%Science News: 0.8%Unattributed Quote2.5%This article: 2.5%Libby Riddle: 0.9%Science News: 0.7%Quote-first Misdirection2.5%This article: 0.0%Libby Riddle: 3.0%Science News: 2.6%Biased Writer Voice0.0%This article: 0.0%Libby Riddle: 0.6%Science News: 0.9%Indoctrination0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.4%Politically Left Leaning Bias0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.0%Politically Right Leaning Bias0.0%This article: 0.0%Libby Riddle: 0.0%Science News: 0.4%Attempt to Sell a Product or S…0.0%

395 words analyzed.

Speakers

4speakers44%attributed speech221writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 8 words • 0.0% coverageWriter's voice • 2 words • 0.0% coverageBeth Shapiro • 35 words • 0.0% coverageWriter's voice • 35 words • 0.0% coverageWriter's voice • 31 words • 0.0% coverageWriter's voice • 8 words • 0.0% coverageWriter's voice • 24 words • 0.0% coverageAmerican Beefalo Association • 5 words • 0.0% coverageDan Stricker • 39 words • 0.0% coverageDan Stricker • 10 words • 100.0% coverageDan Stricker • 22 words • 0.0% coverageWriter's voice • 18 words • 0.0% coverageJonas Oppenheimer • 29 words • 0.0% coverageWriter's voice • 21 words • 0.0% coverageWriter's voice • 12 words • 0.0% coverageWriter's voice • 8 words • 0.0% coverageWriter's voice • 16 words • 0.0% coverageWriter's voice • 18 words • 0.0% coverageWriter's voice • 20 words • 0.0% coverageBeth Shapiro • 34 words • 0.0% coverage
Selected voice

Dan Stricker

100%flagged-word coverage
71 attributed words41% of attributed speech81% writer coverage
0%7.5%15.0%Unattributed Quote+14.1 ptsWriter: 0.0%Dan Stricker: 14.1%14.1%Quote-first Misdirection+14.1 ptsWriter: 0.0%Dan Stricker: 14.1%14.1%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

Loading…
Loading…
Loading…
Loading…

Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.