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Session Submission Type: Refereed Roundtable (90 minute)
Flattening Sociological Reasoning in LLMs in Life Outcome Inference - Ying Chu, National Taiwan University; Chen-Shuo Hong, National Taiwan University
Going with the flow when topic modeling: Exploratory data visualization, choosing k, and text chunking - Becky Marcus; Ben Hidru Gebre-Medhin, Mount Holyoke College
How Multiplex Contexts can Predict Group Participation using Position Generator Data from the 2018 GSS - Thomas Macias, University of Vermont
Measurement error in the outcome variable and its consequences for first-difference and fixed-effects panel models - Florian Zimmermann, Institute for Employment Research; Matthias Collischon, Institute for Employment Research; Tobias Wolbring, FAU Erlangen-Nuremberg
Vectorizing Social Theory: A Scalable LLM Pipeline for Operationalizing Interpretive Dimensions in Scene Theory - Yumeng Tong, University of Toronto