urn:uuid:7ab666a9-2daa-5d2c-a229-31fd9ee91eb4 SocioLens — RO-LD07-10: Does "LLMs can replace coders" depend on which humans you compare with? New versions of this research opportunity and changes to the claims it rests on. 2026-10-13T00:00:00Z SocioLens urn:uuid:dc6aeca4-9752-5732-8209-809ee186fbd8 Research opportunity revised to v2: RO-LD07-10 — Does "LLMs can replace coders" depend on which humans you compare with? 2026-10-13T00:00:00Z Literature check added: a second, deeper search for existing work, with its queries, new nearest work and limits. The question and verdict stand. urn:uuid:d5e13374-a209-5752-ae49-cd8f151b34bc New research opportunity: RO-LD07-10 — Does "LLMs can replace coders" depend on which humans you compare with? 2026-10-12T00:00:00Z Holding items and codebook fixed, how often does a formal replacement-test verdict flip depending on whether the comparator pool is crowdworkers, trained research assistants, the original study's coders or domain experts, and does the flip rate track construct ambiguity?