method
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method:psychology-graduate-student-validation

Psychology Graduate Student Validation

Ten psychology graduate students judged 50 sampled items per facet for correctness and polarity clarity

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • CIMC's methodology for evaluating whether a built system is conscious: combining multiple forms of evidence including predicted functional organization and developmental trajectories
  • Gestalt Psychologyconcept0.711
    Early 20th-century school (Wertheimer, Koehler, Koffka) focusing on perception and cognition of wholeness that inspired Alexander's experimental work on configuration perception.
  • Psychometricsconcept0.694
    Science of developing standardized tests for measuring psychological attributes; foundational to the evaluation methodology
  • Machine psychologyconcept0.693
    Emerging field studying psychological properties of LLMs; the paper aims to bridge psychometric methodology with this field
  • Criterion for personal identity over time based on persistence of mental states; applied to LLMs via attention streams
  • CIMC research direction studying how AI systems develop internal models, form self-representations, and construct coherent personalities from language modeling
  • Folk Psychologyconcept0.691
    Everyday mental-state vocabulary (beliefs, desires, goals) that the role-play framework allows us to use without literal anthropomorphism
  • User Mental Modelconcept0.682
    How users internalize and reason about word processor architecture and affordances.