1. Introduction
The mechanistic approach aims at accounting for a target phenomenon—typically the behavior of a higher-level whole—in terms of an underlying mechanism constituted by the organized activities of lower-level parts that jointly produce the very higher-level behavior in question (Machamer, Darden, and Craver Reference Machamer, Darden and Craver2000; Bechtel and Abrahamsen Reference Bechtel and Abrahamsen2005; Illari and Williamson Reference Illari and Williamson2012). Mechanistic explanations dominate the biological and life sciences (Craver Reference Craver2007; Craver and Darden Reference Craver and Darden2013), are also important in the physical and engineering sciences (Glennan and Illari Reference Glennan and Illari2018), and are even claimed to be able to contribute to our understanding of causation (Glennan Reference Glennan1996, Reference Glennan2010, Reference Glennan2017). Nevertheless, the ontological commitments and metaphysical implications of the mechanistic framework are far from being clear (Fazekas and Kertész Reference Fazekas and Kertész2011; Soom Reference Soom2012; Eronen Reference Eronen2015; Kaiser and Krickel Reference Kaiser and Krickel2017; Rosenberg Reference Rosenberg2018; Krickel Reference Krickel2019).
This article focuses on the metaphysical implications of the mechanistic approach with regard to the causal autonomy of higher levels. Can higher-level wholes be autonomous with respect to the corresponding lower-level mechanisms underlying them and producing their characteristic behavior? According to a wide consensus, they certainly can in an epistemological sense. But what about causal autonomy? Can higher-level wholes possess unique causal powers? This question is hotly debated. On the one hand, it has recently been argued that the causal autonomy of higher-level entities is incompatible with some core commitments of the mechanistic approach (Fazekas and Kertész Reference Fazekas and Kertész2011; Soom Reference Soom2012; Rosenberg Reference Rosenberg2018). On the other hand, Bechtel routinely presents the mechanistic framework as one that is well equipped to ensure the autonomy of higher-level entities even in a strict causal sense (Bechtel Reference Bechtel, Schouten and Looren de Jong2007, Reference Bechtel2008, Reference Bechtel2009, Reference Bechtel2017a, Reference Bechtel, Paoletti and Orilia2017b; Bechtel and Abrahamsen Reference Bechtel, Abrahamsen, Love, McRae and Sloutsky2008).
In this article our aim is to advance this debate by providing a detailed analysis and exploring the prospects of the arguments for higher-level causal autonomy available for the proponents of the mechanistic framework. Mechanists argue for causal autonomy relying on an entangled mixture of different arguments, so the first goal of our endeavor is to disentangle the relevant parts of the literature and to reconstruct the different arguments in play. We will distinguish three different arguments: a context-based, an organization-based, and a constraint-based type that are independently motivated by different commitments.
The context-based and organization-based arguments have played a central role at previous stages of the debate and have been the focus of some objections (Fazekas and Kertész Reference Fazekas and Kertész2011; Soom Reference Soom2012; Rosenberg Reference Rosenberg2018). In his recent contributions, Bechtel (Reference Bechtel2017a, Reference Bechtel, Paoletti and Orilia2017b) tries to discredit these objections, so the second goal of our article is to clarify how the context-based and organization-based arguments can be answered.
In his most recent papers Bechtel (Reference Bechtel2017a, Reference Bechtel, Paoletti and Orilia2017b) also emphasizes the importance of a third kind, a constraint-based argument for the causal autonomy of higher mechanistic levels. On the face of it, by shifting the focus to how a whole constrains its parts, it seems possible to evade existing objections and bestow higher-level entities with unique causal powers. The third and major goal of our article is to argue that this, however, is not the case. By using Bechtel’s own case study, we will show that not even reference to constraints can establish the causal autonomy of higher mechanistic levels.
2. Background: Mechanisms, Levels, and Causal Autonomy
The mechanistic program targets a characteristic behavior of an entity and aims to describe the mechanism that produces the behavior in question. Mechanistic explanations proceed via (1) identifying working parts (Bechtel Reference Bechtel2008) or components (Craver Reference Craver2007) of the target entity, (2) describing the specific spatial and temporal organization of the parts, and (3) demonstrating that the overall activity of the components organized in such a way is able to produce the behavior in question (Machamer et al. Reference Machamer, Darden and Craver2000; Craver Reference Craver2007; Bechtel Reference Bechtel2008).
The spatially and temporally arranged operations of the parts constitute the behavior of the target entity in the sense that the organized overall activity of the parts exhibits the target behavior (Craver Reference Craver2007). That is, according to the logic of this framework, the mechanistic agenda is to find those components whose joint operations result in the very behavior that the mechanistic program aims at accounting for.
The mechanistic approach works with a multilevel picture: the target phenomenon is at a higher level, while the entities that together produce the characteristic behavior of the target are at a lower level (Craver Reference Craver2007; Bechtel Reference Bechtel2008). Levels are defined in terms of the working parts the organized activity of which constitutes the target phenomenon. Entities are at the same level if they are the working parts of the same mechanism: “it is the set of working parts that are organised and whose operations are coordinated to realize the phenomenon of interest that constitute a level” (Bechtel Reference Bechtel2008, 146). Similarly, entities are at different levels if one of them (the lower-level entity) is a working part of a mechanism that produces the behavior characteristic of the other one (the higher-level entity): “X’s φ-ing is at a lower mechanistic level than S’s ψ-ing if and only if X’s φ-ing is a component in the mechanism for S’s ψ-ing” (Craver Reference Craver2007, 189). Since the behavior of a component can similarly be analyzed in terms of the organized activities of still lower-level entities, the mechanistic framework presents the world as a nested hierarchy of mechanisms, in which entities residing at a lower level form a mechanism that produces the behavior of a higher-level entity that is a working part of a higher-level mechanism, and so on.
Those who argue for the causal autonomy of higher levels claim that higher levels are not just causally potent (which would be true even if the causal powers of higher-level entities were also the powers of certain lower-level entities; see, e.g., the subset view: Shoemaker [Reference Shoemaker2007]) but also possess unique causal powers. As it has lately been emphasized, such an argument for causal autonomy needs to start with establishing the claim that lower levels are causally not closed (Hendry Reference Hendry2010). Bechtel (Reference Bechtel2017a, Reference Bechtel, Paoletti and Orilia2017b) has recently taken up the challenge and tried to demonstrate that the way higher-level constraints and boundary conditions work disproves the causal closedness of lower levels, renders the mechanism as a whole not just causally potent but also causally autonomous, and helps evade the causal exclusion argument (Kim Reference Kim1998). Note that to support such a causal autonomy claim one needs to demonstrate that the causal influence a higher-level entity exerts to determine the unfolding of some lower-level events uniquely belongs to the higher level (i.e., it is not exerted by any lower-level entity).
3. Arguments for Higher-Level Causal Autonomy
Over the last 2 decades many attempts to argue for the causal autonomy of higher levels have been published, often presenting an entangled web of three different arguments.
3.1. The Argument from Context
An important consequence of how the mechanistic framework defines the criteria of being at the same level and being at different levels (see sec. 2) is that levels of mechanisms are local: they are well defined only within a given compositional hierarchy. If two entities are not working parts of the same mechanism, then there is no meaningful way to address the question whether they are at the same level (Craver Reference Craver2007, 192; Bechtel Reference Bechtel2008, 147). Because of this locality, lower levels are never causally closed, since lower levels are never extended beyond the set of entities that together constitute a mechanism, and thus they are always restricted and partial. So within the mechanistic framework there are no comprehensive lower levels that are causally complete and closed (Bechtel Reference Bechtel2008, 148). Local levels restricted to the constituents of a mechanism typically lack resources to account for effects exerted from outside the mechanism, that is, from the context in which the higher-level whole is embedded (Bechtel Reference Bechtel, Schouten and Looren de Jong2007, 183; Reference Bechtel2008, 152). As a consequence, such lower-level effects will have only higher-level causes.
3.2. The Argument from Organization
The spatial arrangement of the entities forming a mechanism and the temporal organization of their activities are crucial determinants of a mechanism. However, just like resources necessary to account for contextual effects, resources required to account for arrangement and organization are also unavailable at the lower level of the parts. The spatial and temporal structure of the parts is independent of their behavior: parts conforming to the same laws and producing identical behavioral repertoire in isolation can nevertheless be organized into very different structures (Bechtel Reference Bechtel, Schouten and Looren de Jong2007, 183). This organization is imposed on the parts by the higher-level whole (Bechtel Reference Bechtel2008, 150; Reference Bechtel2009, 554–57) and thus is a manifestation of the unique causal powers of higher levels.
3.3. The Argument from Constraints
The spatial and temporal organization of the parts constrains the behavior of the parts: modes of organization imposed on the constituents restrict how they can interact with each other (Bechtel Reference Bechtel2009, 555–57). Similarly, the functioning of the mechanism as a whole in its higher-level context impinges specific conditions on the mechanism that, at least partly, dictate how the parts can operate (Bechtel Reference Bechtel2008, 240; Reference Bechtel2009, 557–59). So by imposing a structure on the parts and by interacting with its environment, the higher-level whole constrains the behavior of the parts—which is an extra causal influence on what happens inside the mechanism exerted by higher-level entities and thus a further source of the causal autonomy of higher levels (Bechtel Reference Bechtel2017a, 271).
4. Clarifying the Answers to the Arguments from Context and Organization
Recent criticisms of the idea that higher mechanistic levels are causally autonomous provided reasons to resist the arguments from context and organization. It has been argued that the ways the mechanistic framework thinks about constitution, causation, and levels are incompatible with the main claims of these arguments.
4.1. Identifying Higher- and Lower-Level Causal Roles
It is a fundamental tenet of the mechanistic framework that the organized activity of the constituent parts of a mechanism produces the very behavior that characterizes the target phenomenon since this is the requirement that ensures the success of explaining a higher-level phenomenon mechanistically in terms of the behavior and organization of certain lower-level entities. If the behavior produced by the organized activity of the lower-level entities was not identical to the characteristic behavior of the target phenomenon, then the mechanistic story would clearly not be an account of the target phenomenon (Fazekas and Kertész Reference Fazekas and Kertész2011; Soom Reference Soom2012; Rosenberg Reference Rosenberg2018). That is, the mechanistic framework is inherently committed to identifying the causal roles a whole plays at the higher level with the causal roles the organized activity of the parts plays at the lower level. So, even if causal processes at different levels look different, they are not different—in fact, the corresponding ones must be identical (Bechtel Reference Bechtel2008, Reference Bechtel2009; Fazekas and Kertész Reference Fazekas and Kertész2011).
Note that this picture is not eliminativist, for higher-level entities are token identical with sets of lower-level ones. It is not epiphenomenalist either, for higher-level entities do possess causal powers—the same causal powers that are possessed by certain spatially and temporally structured sets of lower-level entities (see Fazekas and Kertész Reference Fazekas and Kertész2011; Soom Reference Soom2012). This latter point needs special emphasis, given that Bechtel interprets his opponents as if they were arguing for the unjustified extreme view, which is “highly reductionist,” “represents all activity at one lowest level” (Bechtel Reference Bechtel2017a, 269), and renders “higher levels epiphenomenal” (262; for such a view, see Rosenberg [Reference Rosenberg2018]). Contrary to this, the picture advocated here is compatible with the usefulness of higher-level inquiries (as the only sources of higher-level descriptions) and the importance and significance of higher-level accounts (as the only sources of certain generalizations, as say, in the case of multiple realizability); that is, it is compatible with the epistemic or explanatory autonomy of higher levels. What it is incompatible with is the view Bechtel wants to argue for the causal autonomy of higher levels.
4.2. Answering the Argument from Context
Another commitment explicitly endorsed by proponents of the mechanistic framework is that causation is an intralevel phenomenon: causal links do not span between different levels, they are confined to single levels. As Craver and Bechtel put it: “there are no causal interactions beyond those at a level” (Reference Craver and Bechtel2007, 561; see also Craver Reference Craver2007; Bechtel Reference Bechtel2008, Reference Bechtel2017a; Fazekas and Kertész Reference Fazekas and Kertész2011). Note, however, that this commitment to causation as an exclusively intralevel phenomenon is in tension with the claim that levels are local. Because of locality, even if it is possible to analyze two entities that are interacting, causally connected parts of a mechanism in terms of lower-level submechanisms, it is not possible to decide whether the lower-level parts constituting the submechanism responsible for the behavior of one of the entities are at the same level as the lower-level parts constituting the other submechanism (Craver Reference Craver2007).
The problem with this consequence of locality is as follows: (i) in accordance with the logic of mechanistic explanations, the organized activity of the parts constituting the submechanisms produces the very behaviors that are characteristic of the entities analyzed; (ii) if an interaction between the two entities is part of this behavior, then there will be an interaction between the two submechanisms as well; (iii) and if causality is strictly an intralevel phenomenon, then the causal connection between the two submechanisms entails that the two submechanisms are at the same level (Fazekas and Kertész Reference Fazekas and Kertész2011; Eronen Reference Eronen2015). That is, lower levels can be extended beyond the original scope of mechanistic inquiry. Consequently, lower levels are not necessarily restricted and incomplete, and thus there is no principled reason to think that they are causally not closed. In particular, note that the higher-level context that plays a crucial role in the ‘argument from context’ is the higher-level environment of the entities targeted by mechanistic decomposition. This environment consists of those higher-level entities that interact with the entity under scrutiny. Since lower levels can be extended exactly along the lower-level counterparts of such higher-level connections, contrary to the claim of the ‘argument from context’, resources are very much available at the lower level to account for the effects exerted by the context of the mechanism (Fazekas and Kertész Reference Fazekas and Kertész2011; Soom Reference Soom2012).
4.3. Answering the Argument from Organization
Bechtel explicitly argues that how the components are spatially, temporally, and relationally organized goes beyond the account of the parts and their operations. However, a lower-level account is not restricted to the (intrinsic) characteristics of the parts and the behavioral repertoire they produce in isolation. Thinking so would simply misidentify the supervenience base of the higher-level entity under scrutiny. The organization of the lower-level parts crucially determines what kind of behavior the overall mechanism produces. So a lower-level account must include information about the spatial and temporal structure of the parts and their interactions. In fact, the organization of parts can only be accounted for at the lower level, since it is the lower-level methodology that can target lower-level entities and thus can uncover their organization, and it is the lower-level terminology that is apt for describing the parts and their structure. Note that these are criteria that Bechtel himself proposes as ways to characterize higher and lower levels: he claims that at higher and lower levels different experimental and explanatory strategies and different vocabularies are needed (Bechtel Reference Bechtel, Schouten and Looren de Jong2007, 185; Reference Bechtel2008, 155–57). That is, since spatial, temporal, and relational facts of lower-level entities are discovered by lower-level inquiries, and are characterized by lower-level vocabularies, by Bechtel’s own standards they are very much integral parts of lower-level accounts (Fazekas and Kertész Reference Fazekas and Kertész2011).
5. Answering the Argument from Constraints
Bechtel (Reference Bechtel2017a) acknowledges that there is room for debate with regard to his approach to the autonomy of higher levels. As he admits, he and Craver have “failed to bring out in what sense higher levels are involved in producing … effects at the lower-level” (254). Bechtel aims to clarify this issue by emphasizing the role constraints play in shaping lower-level causal processes, that is, by providing a refined version of the ‘argument from constraints’.
Bechtel claims that parts embedded in a mechanism behave differently from when in isolation because of the restrictions imposed on them (Reference Bechtel2017a, 271). These restrictions limit the behavioral repertoire of the parts by radically reducing the degrees of freedom available to them, thereby forcing them into a narrow behavioral space. Bechtel emphasizes those cases in which restrictions are generated by feedback loops. Feedback makes the behavior of the individual components sensitive to the actual state of the whole mechanism that they are embedded in. Since such a state can change in accordance with a characteristic dynamics, the observable behavior of the parts can also change with time, resulting in surprising patterns of different effects evoked by the same input (272–73).
Note that on the face of it this strategy has the potential to avoid the worries raised with regard to the arguments from context and organization. Even if the causal roles of higher-level wholes (the behaviors produced as responses to specific influences) are identical to the causal roles of sets of interacting lower-level parts constituting a mechanism, and even if lower levels are extendable along the causal connections of the lower-level entities constituting the mechanism to nonconstituents outside the mechanism boundary, constraints can still restrict what can happen inside the mechanism. If such constraining effects can be attributed to no lower-level entities but only to the higher-level whole, then the argument from constraints goes through, and the higher-level proves to be causally autonomous. (Here we follow Bechtel who argues that constraints are causal. For a different view, see, e.g., Paoletti and Orilia [Reference Paoletti and Orilia2017, 4–7].)
5.1. A Case Study: The Circadian Clock Mechanism
Bechtel’s own case study to support the argument from constraints is about the intracellular molecular ‘clock mechanism’ that is responsible for circadian rhythmicity—cyclic oscillations of daily behaviors and physiological functions. The molecular clock mechanism partly consists of a transcriptional-translational feedback loop involving so-called clock genes Per and Cry and their protein products PER and CRY. Inside the nucleus, transcription factors BMAL1 and CLOCK drive the transcription of the genes Per and Cry to RNAs, which then are decoded by ribosomes to produce proteins PER and CRY. After a translocation back to the nucleus, PER and CRY inhibit the transcriptional effects of BMAL1 and CLOCK through direct protein-protein interactions. Via this negative feedback loop, PER and CRY autoregulate their own transcription, which results in a periodic increase and decrease in their concentration and defines the phases of the oscillation of the clock mechanism. During the night, PER and CRY concentration is high, while it is low during the day such that it peaks in the middle of the night after which it decreases and bottoms out in the middle of the day. Correspondingly, the level of Per and Cry transcription is low during the night, increases at dawn as PER and CRY concentration falls, reaches its maximum during the day, and then decreases at dusk (the presentation here is simplified; for full details, see Rosenwasser and Turek [Reference Rosenwasser, Turek, Kryger, Roth and Dement2017]). That is, the transcription of Per and Cry, which is a component of the mechanism, depends on the phase of the oscillation and thus is sensitive to the actual state of the mechanism as a whole (Bechtel Reference Bechtel2017a, 257). The constraining effects of the higher-level whole on the behavior of the components can most clearly be seen, Bechtel argues, in the different effects of light exposure on Per transcription at different times of the day: while light input has no effect during daytime, at dusk it delays, whereas at dawn it advances the phase of the oscillation (267).
Bechtel’s claim here is that characteristics of the lower-level mechanism, like the behavior of certain parts (the level of transcription of Per and Cry), and how the organized activity of the parts processes a given input (exposure to light) are determined by the actual state of the higher-level whole (the phase of the oscillation). Recall that Bechtel uses this example to support his argument from constraints against the causal closure of the lower level and for the causal autonomy of the higher level (see, e.g., Bechtel Reference Bechtel2017a, 272). So the claim that he really needs is that the way in which the higher-level whole determines the unfolding of lower-level events is via a causal influence and that no lower-level entity exerts the same causal influence. Does Bechtel’s own example support this claim?
5.2. Constraining Effects Are Exerted by Lower-Level Entities
Bechtel crucially relies on the phase of the oscillation of the circadian clock mechanism as the determinant of how lower-level processes unfold. The phase of the oscillation, however, is not a characteristic of some higher-level whole that has no counterpart at the lower level. On the contrary, the molecular description that characterizes the clock mechanism can and does define the phases in purely lower-level (molecular) terms: as the periodic changes in the concentrations of PER and CRY (see above, also Rosenwasser and Turek Reference Rosenwasser, Turek, Kryger, Roth and Dement2017, 352–55). So the phase of the oscillation is not some higher-level factor that causes changes in the level of transcription of Per and Cry in a way such that the relevant causal power is not possessed by any lower-level entity. It is the changes in the concentrations of PER and CRY that cause changes in the level of transcription of Per and Cry—via the direct protein-protein interactions with BMAL1 and CLOCK inhibiting their drive of the transcription of Per and Cry. Similarly, it is not the phase of the oscillation, as a higher-level entity per se, that constrains how the parts of the mechanism change their behavior as a response to a light signal but the actual level of concentrations of PER and CRY (see Bechtel Reference Bechtel2017a, 267–68).
Interestingly, Bechtel is in agreement with us with regard to the presence and importance of these lower-level interactions. He acknowledges that “the phase of the oscillator at a time just is the concentrations of PER, CRY” (Bechtel Reference Bechtel2017a, 257, our emphasis). And he also acknowledges that “as a result of the interconnectivity of the parts, especially the feedback loops, the … mechanism functions as a unit, with the operations of the individual parts of the mechanism determined by other parts of the mechanism” (268, our emphasis). Nevertheless, he thinks that these interactions are compatible with the causal autonomy of higher levels (272). But they are not. These interactions, by ensuring that the lower-level effects in question have lower-level causes, causally close the lower level with regard to the behaviors under scrutiny and leave no room for the causal autonomy of the higher level.
Per, Cry, PER, CRY, BMAL1, CLOCK, and so on, are interacting working parts of the clock mechanism, and as such—by the standards of Bechtel’s own definition that puts working parts of a mechanism at a lower level than the whole, the behavior of which is produced by the mechanism (Bechtel Reference Bechtel2008; see also Craver Reference Craver2007)—they are lower-level entities. Furthermore, they, their interactions, their spatial arrangement, and the temporal organization of their activities are all studied by lower-level methodologies and characterized by lower-level vocabularies (see sec. 4.3). Is there contextual information that cannot be captured at this level? No: the relevant contextual information concerns the effect of light on the phase of the clock mechanisms. But this is also defined in terms of the lower level, as the boosting effect of light on Per and Cry transcription. What is left? Nothing. All information is there at the lower level, and all causal influences can be exerted by lower-level entities. The higher level possesses no unique causal powers that could not be attributed to some lower-level factor. Therefore, the higher level is not causally autonomous.
Bechtel is right that feedback loops are important. But they are important as parts of lower-level interactions. Having an account of how feedback loops actually work reveals how lower-level processes impose complex constraints on their own unfolding, and thus, instead of disproving, it contributes to appreciating the causal closedness of the lower level.
6. Conclusion: Higher Mechanistic Levels Are Not Causally Autonomous
Here we distinguished three different arguments for the causal autonomy of higher mechanistic levels: the arguments from context, organization, and constraints. Upon closer reflection, it is evident that the constraining effects that restrict and determine the behaviors of lower-level parts are brought about by the interactions between lower-level entities. Parts embedded in a mechanism behave differently from when in isolation because they are in constant interaction with other parts of the mechanism and also with further entities external to the original mechanism. These interactions internal and external to a given mechanism are what define the organization of the parts and the context of the mechanism, respectively, thereby encoding both organization- and context-based constraints at the lower level. The effects of context, organization, and constraints can all be accounted for in terms of the causal influences of lower-level entities and activities. That is, within the mechanistic framework, the causal autonomy of higher levels cannot be established.