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living-evidence.doralemon.chatgpt.site

living-evidence.doralemon.chatgpt.site

live Unverified (seed import) Health & Education 28 tools imperative implementation

A Living Evidence document: a meta-analysis of the Pygmalion effect that you — and your AI agent — can cross-examine, re-run, and extend, right on this page.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 12 · Act 16 · Transact 0 · Score: Not yet scored

Tool inspector

meta_regression

act imperative

Mixed-effects meta-regression of effect size on a numeric moderator (REML), RENDERING a bubble plot with the fitted line. cap truncates the moderator (cap=3 replicates the published Raudenbush model min(weeks,3)); it must be > 0 and is only accepted for moderator "weeks" — capping any other field is rejected rather than silently fitted. Returns slope, p, and R^2 (a boundary-clipped proportional reduction in estimated tau^2, with no uncertainty interval).

Page: /

Input schema

PropertyTypeRequiredDescription
moderator string yes numeric moderator field
cap number no optional truncation: x = min(field, cap). Must be > 0, and only accepted for moderator "weeks".
Raw JSON schema
{
  "type": "object",
  "properties": {
    "moderator": {
      "type": "string",
      "enum": [
        "weeks",
        "year"
      ],
      "description": "numeric moderator field"
    },
    "cap": {
      "type": "number",
      "exclusiveMinimum": 0,
      "description": "optional truncation: x = min(field, cap). Must be > 0, and only accepted for moderator \"weeks\"."
    }
  },
  "required": [
    "moderator"
  ],
  "additionalProperties": false
}

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