backtothehuman's picture
Study 1 dataset, anonymized
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{
"codes": [
{
"field": "abstraction",
"title": "abstraction",
"question": "How abstract is the prompt?",
"lead": "Park's four levels of abstraction, from a single element up to the whole product.",
"options": [
{
"value": "product",
"text": "the feel or quality of the whole product, as in \"make it feel more professional\""
},
{
"value": "design_system",
"text": "a stylistic choice applied throughout, as in \"use a warmer color scheme everywhere\""
},
{
"value": "feature",
"text": "one discrete capability, as in \"add a way to withdraw a sign-up\""
},
{
"value": "component",
"text": "the property of one element, as in \"make this button bigger\""
}
],
"notes": [
"Code the dominant intention, and when a prompt bundles intentions of equal weight, assign the most abstract of them."
]
},
{
"field": "specificity",
"title": "specificity",
"question": "How specific is the prompt?",
"lead": "Specificity is how much of the request is left to the system's interpretation.",
"howto": [],
"options": [
{
"value": "1",
"text": "The system decides what to make or change. \"make the number more self explanatory\" · \"make the app nicer\""
},
{
"value": "2",
"text": "The system was told what to make or change but decides everything about it. \"add the action that allow users to withdraw from events\" · \"create a header\""
},
{
"value": "3",
"text": "The system was told what to make or change but decides most of what it is like. \"add a color choice, as a type of label. perhaps add 10 default labels and colors\" · \"make it more central\""
},
{
"value": "4",
"text": "The system was told what it is like but decides some details. \"[li×] give each element of the list an indicator of the amount of seats taken\" · \"to the ready for sale add a small + button that on hover says add to next sale\""
},
{
"value": "5",
"text": "The system implements without deciding. \"[span×] make it say 2 completed\" · \"[div×] remove the difficulty labels\""
}
],
"notes": [
"How specific a request is depends also on how much it asks for (abstraction), because the more a request asks for, the more it has to say to settle it. \"Add a button\" and \"build a task tracker\" both have specificity of 2, since each leaves everything about its own subject to the system, even though the tracker leaves far more work behind. Rate a request against its own subject, not against how much work it leaves behind.",
"When a prompt bundles several requests, rate the one that governs most of what the system must produce."
]
},
{
"field": "relation",
"title": "relation",
"question": "How does the following prompt relate to this request?",
"lead": "Read failure from the participant's behaviour, comparing the following prompt with this prompt and with what this generation produced.",
"options": [
{
"value": "repair",
"text": "the next move goes back over this request, because this generation failed them"
},
{
"value": "progression",
"text": "the participant accepts and moves on to something new"
}
],
"notes": [
"When the participant pressed undo as their next move, that counts as a repair whose move is revert."
]
},
{
"field": "move",
"title": "repair move",
"question": "What kind of repair is it?",
"lead": "When the following prompt goes back over this request, name what the participant changed to get it right.",
"options": [
{
"value": "restate",
"text": "The participant asks for the same thing again in other words, adding nothing the first request did not already say. \"[li×] give each element of the list an indicator of the amount of seats taken\" → the same prompt sent again"
},
{
"value": "refine",
"text": "The participant asks for the same thing again, this time with something the first request had left open, such as more detail, a constraint, or a behavior. \"make a box to the left with a graph of attendance\" → \"the graph should be smaller, the parts that were already in the page should have their starting space and position\""
},
{
"value": "revert",
"text": "The participant asks to take the change back."
}
],
"notes": [
"A following prompt that asks for a new thing on top of this one, even about the same element, is a progression, not a repair."
]
}
]
}