Preregistration (part 2): Annotation harness arm of the study 'An LLM manual for coding teacher talk moves' (TalkMoves)

Conditions, optimizer protocol, hypotheses and analysis plan for the annotation-harness arm (Claude Sonnet 5.5 as coder, Claude Opus 5.5 as optimizer) of a study on reaching human-level agreement (Cohen's kappa) with LLM coding of teacher talk moves. Registered before any condition of this arm was evaluated on the validation or test part. Part 1 (sampling rule and data split): https://doi.org/10.5281/zenodo.23727437.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23727454
Primary Topic
Computational and Text Analysis Methods
Type
article
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article

Preregistration (part 2): Annotation harness arm of the study 'An LLM manual for coding teacher talk moves' (TalkMoves)

Simon Filler
6 links
Zenodo (CERN European Organization for Nuclear Research)
Computational and Text Analysis Methods
article

Preregistration (part 2): Annotation harness arm of the study 'An LLM manual for coding teacher talk moves' (TalkMoves)

Simon Filler
article en

Abstract

Conditions, optimizer protocol, hypotheses and analysis plan for the annotation-harness arm (Claude Sonnet 5.5 as coder, Claude Opus 5.5 as optimizer) of a study on reaching human-level agreement (Cohen's kappa) with LLM coding of teacher talk moves. Registered before any condition of this arm was evaluated on the validation or test part. Part 1 (sampling rule and data split): https://doi.org/10.5281/zenodo.23727437.

Zenodo (CERN European Organization for Nuclear Research)
TU Dortmund University (DE)
Openalex Percentile: Top 5%
Computational and Text Analysis Methods
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