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This comparative case study investigates how the collaborative dynamics, Computational Participation (CP), of two eighth-grade teams shaped their enactment of disciplinary Computational Thinking (CT) in a rural Ag-STEM program. Qualitative analysis revealed that the team characterized by a high frequency of peer review substantially outperformed the other team, whose fragmented collaboration led to stalled progress on complex tasks. The findings suggest that CP is a key mechanism for enabling CT. Therefore, we argue that educators should explicitly design for and scaffold collaborative practices, not just computational skills, in K-12 STEM.