Fixed reference material shared across every condition and every chat in this experiment. The ATWL specification and the 54-workflow library are part of the main project site and linked directly rather than duplicated here; everything specific to this experiment (tasks, HITL example copy, prose library summaries, prompts) is hosted in this folder.
Language & library (main project)
ATWL Language Definition
Complete specification: artifact types, transform intents, control structures, syntax reference.
Workflow library (HTML, 54 workflows)
Individual pages per library workflow, in ATWL. 53 were used in this study; 1 was added afterward and not used.
This experiment's materials
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HITL worked example
The single worked example supplied in conditions C2, C6, and C7 (behaviour-pattern-recognition-in-time-series).
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Workflow library — prose form
Natural-language summaries of the 54-workflow library, supplied in conditions C4/C6/C6+/C6++/C7 (53 of the 54 were in scope for this study).
Design tasks
VAST — Vastopolis outbreak
Identify the origin and transmission mechanism of a flu-like outbreak from geolocated microblogs, map context, population statistics, and weather data.
VIS — author collaboration communities
Identify and characterise evolving research communities, their stable cores/leaders, foci, and merge/split events in the IEEE VIS 1990–2024 corpus.
Condition protocols & prompts
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Full condition table with prompt links
What each of the 7 conditions (plus 2 exploratory extensions) supplies and asks for, linking to the exact prompt text used at every stage.