The combination of argumentation and probability paves the way to new accounts of qualitative and quantitative uncertainty, thereby offering new theoretical and applicative opportunities. Due to a variety of interests, probabilistic argumentation is approached in the literature with different frameworks, pertaining to structured and abstract argumentation, and with respect to diverse types of uncertainty, in particular the uncertainty on the credibility of the premises, the uncertainty about which arguments to consider, and the uncertainty on the acceptance status of arguments or statements. Towards a general framework for probabilistic argumentation, we investigate a labelling-oriented framework encompassing a basic setting for rule-based argumentation and its (semi-) abstract account, along with diverse types of uncertainty. Our framework provides a systematic treatment of various kinds of uncertainty and of their relationships and allows us to back or question assertions from the literature.Definition 2.4 (Conflict relation) Given a set of literals Φ, a conflict relation 'conf lict' is a binary relation over Φ, i.e. conf lict ⊆ Φ × Φ, such that for any ϕ 1 , ϕ 2 ∈ Φ, if ϕ 1 and ϕ 2 are complementary, i.e. ϕ 1 = −ϕ 2 , then ϕ 1 and ϕ 2 are in conflict, i.e. (ϕ 1 , ϕ 2 ) ∈ conf lict.The conflict relation may be further specified. For example, the relation may be refined with asymmetric and symmetric conflicts to deal with contrary or contradictory literals as in [40]. However, treating in detail such sophistications is not necessary for our purposes.When two rules have heads in conflict, one rule may prevail over another one. Informally, a rule superiority relation r 1 ≻ r 2 states that the rule r 1 prevails over the rule r 2 .Definition 2.5 (Superiority relation) Let Rules be a set of rules. A superiority relation ≻ is a binary relation over Rules, i.e. ≻⊆ Rules × Rules, with r ≻ r ′ denoting that r is superior to r ′ .The superiority relation may enjoy some particular properties. For example, it may be antireflexive and antisymmetric, so that for a rule r it does not hold that r ≻ r and for two distinct rules r and r ′ , we cannot have both r ≻ r ′ and r ′ ≻ r. However, as for the conflict relation, treating in detail such sophistications is not necessary for our purposes.From a set of rules, a conflict relation and a superiority relation, we can define defeasible theories, cf. [22,34].Definition 2.6 (Defeasible theory) A defeasible theory is a tuple Rules, conf lict, ≻ where Rules is a set of rules, conf lict is a conflict relation over literals, and ≻ is a superiority relation over rules.