minewefu.github.io
Trialbook: run science experiments with your AI agent through WebMCP and keep the lab notebook together.
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 2 · Act 12 · Transact 0 · Score: Not yet scored
Tool inspector
fit_model
Fit a model to a chart and draw it: linear, quadratic, power law (y = A·x^p) or exponential, or auto to pick the best. Pass a chart_id to fit an existing chart; a sweep_id or trial_ids with x and y to build one; or trial_id with series keys (x t, y voltage) to fit one trial's curve. Returns the equation in the real variable names, R², RMSE, the largest residual and a plain-language reading.
Page: /trialbook/
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
chart_id |
string | no | Fit the points of an existing chart, such as chart-2. |
sweep_id |
string | no | Sweep to fit, such as sweep-3, when no chart exists yet. |
trial_ids |
array | no | Specific trials to fit. |
trial_id |
string | no | Fit one trial's recorded curve; x and y are then series keys. |
x |
string | no | Parameter or measurement key for x; a series key with trial_id. Defaults to the swept parameter or t. |
y |
string | no | Measurement key for y, or a series key with trial_id. Required unless chart_id is given. |
model |
string | no | Which model to fit. Default auto. |
Raw JSON schema
{
"type": "object",
"properties": {
"chart_id": {
"type": "string",
"description": "Fit the points of an existing chart, such as chart-2."
},
"sweep_id": {
"type": "string",
"description": "Sweep to fit, such as sweep-3, when no chart exists yet."
},
"trial_ids": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 50,
"description": "Specific trials to fit."
},
"trial_id": {
"type": "string",
"description": "Fit one trial's recorded curve; x and y are then series keys."
},
"x": {
"type": "string",
"description": "Parameter or measurement key for x; a series key with trial_id. Defaults to the swept parameter or t."
},
"y": {
"type": "string",
"description": "Measurement key for y, or a series key with trial_id. Required unless chart_id is given."
},
"model": {
"type": "string",
"enum": [
"auto",
"linear",
"quadratic",
"power",
"exponential"
],
"description": "Which model to fit. Default auto."
}
},
"additionalProperties": false
}
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