Get revertrisk wikidata

POST	`/service/lw/inference/v1/models/revertrisk-wikidata:predict`

The revertrisk-wikidata inference service uses the metadata and content of a Wikidata article revision ID to predict the risk of this revision being reverted. See model card for more info.

Examples

curl

Anonymous access

# Anonymous request
$ curl https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-wikidata:predict -X POST -d '{"rev_id": 1945516043}' -H "Content-type: application/json"

Logged in access

# Authenticated request using Bearer token
$ curl https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-wikidata:predict -X POST -d '{"rev_id": 1945516043}' -H "Authorization: Bearer YOUR_ACCESS_TOKEN" -H "Content-type: application/json"

Python

# Python 3

import json
import requests

use_auth = False
inference_url = 'https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-wikidata:predict'

if use_auth:
    headers = {
        'Authorization': 'Bearer YOUR_ACCESS_TOKEN',
        'User-Agent': 'YOUR_APP_NAME (YOUR_EMAIL_OR_CONTACT_PAGE)',
        'Content-type': 'application/json'
    }
else:
    headers = {}
    
data = {"rev_id": 1945516043}
response = requests.post(inference_url, headers=headers, data=json.dumps(data))
print(response.json())

JavaScript

const inferenceUrl = "https://api.wikimedia.org/service/lw/inference/v1/models/revertrisk-wikidata:predict";
const accessToken = "YOUR_ACCESS_TOKEN";
const appName = "YOUR_APP_NAME";
const email = "YOUR_EMAIL_OR_CONTACT_PAGE";
let headers = new Headers({
    "Content-Type": "application/json",
    "Authorization": "Bearer " + accessToken,
    "Api-User-Agent": appName + " ( " + email + " )"
});
let data = {"rev_id": 1945516043};

fetch(inferenceUrl, {
    method: "POST",
    headers: headers,
    body: JSON.stringify(data)
})
.then(response => response.json())
.then(inferenceData => console.log(inferenceData));

POST Parameters

`rev_id` required	The revision id of a Wikidata article.

Responses

200

Success: Returns an revertrisk wikidata object.

Example

{
  "model_name": "revertrisk-wikidata",
  "model_version": "2",
  "revision_id": 1945516043,
  "output": {
    "prediction": false,
    "probabilities": {
      "true": 0.2718899239377954,
      "false": 0.7281100760622046
    }
  }
}