In dimension
d
3, the directed polymer in a random medium undergoes a phase transition between a free phase at high temperature and a low-temperature disorder-dominated phase. For the latter phase, Fisher and Huse have proposed a droplet theory based on the scaling of the free-energy fluctuations
F(
l)~
l
at scale
l. On the other hand, in related growth models belonging to the Kardar-Parisi-Zhang universality class, Forrest and Tang have found that the height-height correlation function is logarithmic at the transition. For the directed polymer model at criticality, this translates into logarithmic free-energy fluctuations
FTc(
l)~(ln
l)

with

=1/2. In this paper, we propose a droplet scaling analysis exactly at criticality based on this logarithmic scaling. Our main conclusion is that the typical correlation length

(
T) of the low-temperature phase diverges as ln

(
T)~[ln(
Tc
T)]
1/
~[ln(
Tc
T)]
2, instead of the usual power law

(
T)~(
Tc
T)

. Furthermore, the logarithmic dependence of
FTc(
l) leads to the conclusion that the critical temperature
Tc actually coincides with the explicit upper bound
T2 derived by Derrida and co-workers, where
T2 corresponds to the temperature below which the ratio
![[overline Z[sub L][sup 2]]](http://scitation.aip.org/servlet/GetImg?key=PLEEE8000074000001011101000001%3A0%3A0%3A28)
/(
![[overline Z[sub L]]](http://scitation.aip.org/servlet/GetImg?key=PLEEE8000074000001011101000001%3A0%3A1%3A28)
)
2 diverges exponentially in
L. Finally, since the Fisher-Huse droplet theory was initially introduced for the spin-glass phase, we briefly mention the similarities with and differences from the directed polymer model. If one speculates that the free energy of droplet excitations for spin glasses is also logarithmic at
Tc, one obtains a logarithmic decay for the mean square correlation function at criticality,
]](http://scitation.aip.org/servlet/GetImg?key=PLEEE8000074000001011101000001%3A0%3A2%3A28)
~1/(ln
r)

, instead of the usual power law 1/
rd2+
.