Penn State's team won $1 million from the Department of Energy to track samarium, europium and tellurium in molten salt reactors and recycling systems. The money pays for lab measurement of how those elements behave in salt, the step any recycling or corrosion fix has to start from.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+35
- Incentives
- Insufficient
- Confidence45
Penn State researchers found Masaya's caldera sank then rose across six years of satellite radar, while its Santiago crater deflated throughout. The authors read that as two reservoirs behaving separately, something monitoring has to account for at a volcano within 21 km of 2 million people.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence50
Penn State engineers are surface-modifying sterile-filtration membranes to remove microbes from injectable drugs, in work published in Biotechnology Journal. Doctoral candidate Shreya Kapila's own test for a new filter is that it removes organisms while leaving little of an expensive drug behind in the membrane.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+10
- Incentives40
- Confidence40
NASA's Swift observatory, in orbit since 2004, will re-enter by year's end after the Katalyst spacecraft sent to boost it developed faults in orbit. NASA now presents the year-long effort as practice for fast commercial satellite servicing.
Reality
- Evidence50
- Adoption
- Insufficient
- Hype gap+30
- Incentives75
- Confidence60
A Penn State-led team says it imaged the shallow subsurface using thunderquakes recorded on a 4 km campus telecom cable, with no seismic source and no sensor array deployed.
Perspective Coverage
5 publishers
- Builder
- Builder 41%
- Operator
- Operator 49%
- Investor
- Investor 10%
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+25
- Incentives40
- Confidence58
Penn State found age reshaped the resistance genes of 320 broiler chickens far more than antibiotic, probiotic or essential-oil feed did. With the antibiotic diet also flat, the three-week trial cannot show the alternatives reduce resistance.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence40
Penn State researchers suppressed skin bacteria on two Brazilian frog species with antibiotics, and only one of the two then showed more disease from the chytrid fungus. The team also screened about 700 bacterial strains to link each one's identity to its antifungal effect.
Reality
- Evidence52
- Adoption
- Insufficient
- Hype gap+25
- Incentives55
- Confidence55
A Form D filed on September 17 counts an earlier $150,000 SAFE conversion inside that total, and what it funds is a physics-based twin that recommends cooling setpoints an operator still has to accept.
Reality
- Evidence63
- Adoption18
- Hype gap+20
- Incentives60
- Confidence55
Penn State researchers built a test, called ELCA, that reacts to effector proteins made only by living bacteria, giving a signal for an active infection at about the cost of a standard ELISA. It is a proof of concept on one crop pathogen.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+25
- Incentives70
- Confidence55
Penn State walked the bromine-to-iodide ratio across six metal-halide films to aim the bandgap at indoor wavelengths. The stability run that followed was done under light many times brighter than an office ceiling.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+28
- Incentives62
- Confidence55
Grab bottles and passive in-stream samplers, run side by side for two growing seasons, produced records that disagree about where contamination concentrates and when it peaks. Penn State's team says a program needs both.
Reality
- Evidence62
- Adoption15
- Hype gap+15
- Incentives30
- Confidence58
Penn State researchers ran a commercial DNA parasite panel against the standard microscope test in wild canids such as coyotes and foxes. The tapeworm that carries the human risk is also the one a microscope struggles to name.
Reality
- Evidence52
- Adoption56
- Hype gap+12
- Incentives58
- Confidence50
A study of 37,368 plants and 5,304 U.S. House elections from 1991 to 2016 finds abatement spending 47% higher in narrowly Democratic districts, with multi-plant firms letting emissions rise at their facilities elsewhere.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+18
- Incentives58
- Confidence55
The Penn State system read color and depth images of 30 male turkeys in one pen and forecast their weights three weeks out at roughly 93 percent accuracy. Every training label came off a hand scale.
Reality
- Evidence40
- Adoption8
- Hype gap+18
- Incentives58
- Confidence45
A Penn State team cross-referenced four existing datasets and found entangled proteins are 93% more likely to be tagged for destruction in human fibroblasts, which still leaves a large untagged remainder that has to go somewhere.
Reality
- Evidence46
- Adoption
- Insufficient
- Hype gap+28
- Incentives62
- Confidence48
A Penn State and UNC team matched sea surface temperatures to child health records from 36 low- and middle-income countries. The association came out strongest for stunting, the outcome that takes years to build.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+12
- Incentives52
- Confidence50
The device tilts on two axes like any scanning mirror, and a piezoelectric layer also bows its surface to move the focal plane. That is a two-element 3D scanner collapsed onto one chip about a millimeter across.
Reality
- Evidence54
- Adoption
- Insufficient
- Hype gap+32
- Incentives62
- Confidence46
A Penn State and Université Jean Lorougnon Guédé team put numbers on the traditional formulation BioCC+, though its most potent preparation came out of a laboratory solvent, leaving the version a farmer can actually mix unquantified.
Reality
- Evidence52
- Adoption18
- Hype gap+30
- Incentives62
- Confidence45
Penn State's 20-micrometre shell copies how a fertilised egg hardens its coat, assembling on each islet in solution with a fraction of the polymer of today's capsules. It targets the drug burden that limits islet therapy rather than the supply of donor cells.
Reality
- Evidence52
- Adoption6
- Hype gap+20
- Incentives
- Insufficient
- Confidence44
A Penn State-led study of some 35,000 banked seeds finds climate has split black ash into distinct seed-trait populations. Provenance matching is now necessary, and still not sufficient.
Reality
- Evidence66
- Adoption30
- Hype gap+24
- Incentives70
- Confidence55
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