Proof.
If F is algebraically closed, then every irreducible polynomial is linear. Namely, if there exists an irreducible polynomial of degree > 1, then this generates a nontrivial finite (hence algebraic) field extension, see Example 9.7.6. Thus (1) implies (2). If every irreducible polynomial is linear, then every irreducible polynomial has a root, whence every nonconstant polynomial has a root. Thus (2) implies (3).
Assume every nonconstant polynomial has a root. Let P \in F[x] be nonconstant. If P(\alpha ) = 0 with \alpha \in F, then we see that P = (x - \alpha )Q for some Q \in F[x] (by division with remainder). Thus we can argue by induction on the degree that any nonconstant polynomial can be written as a product c \prod (x - \alpha _ i).
Finally, suppose that every nonconstant polynomial over F is a product of linear factors. Let E/F be an algebraic extension. Then all the simple subextensions F(\alpha )/F of E are necessarily trivial (because the only irreducible polynomials are linear by assumption). Thus E = F. We see that (4) implies (1) and we are done.
\square
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