{
  "id": 607667,
  "title": "Seeking Help: \"Submission Scoring Error\" Despite Successful Notebook Run",
  "url": "/competitions/ariel-data-challenge-2025/discussion/607667",
  "author_name": "Ch Subhan",
  "post_date": "2025-09-15T12:31:18.817000",
  "votes": 0,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hello everyone,</p>\n<p>I'm facing a persistent \"Submission Scoring Error\" and would appreciate some guidance.</p>\n<p>My notebook runs without any errors from start to finish. It processes my validation data as expected and successfully generates a submission.csv file that appears to be in the correct format.</p>\n<p>However, after I submit the notebook, the run is successful, but it fails during the final scoring phase. I have unfortunately used all my daily submissions today encountering this same error, and I am still unable to identify the root cause.</p>\n<p>I suspect the issue might be related to how my code handles the hidden test set, but I'm not sure what specific aspects to investigate.</p>\n<p>Could anyone suggest the most common causes for a \"Submission Scoring Error,\" especially when the notebook itself completes its run successfully? Any advice on what to check for—such as potential edge cases in the hidden data, runtime issues, or subtle formatting problems—would be extremely helpful.</p>\n<p>Thank you in advance for your time and assistance.</p>",
  "messages": [
    {
      "id": 3289294,
      "postDate": "2025-09-15T19:58:12.700Z",
      "content": "<p>Maybe your predictions or sigma are less than zero, do this y_pred.clip(0, None)</p>",
      "rawMarkdown": "Maybe your predictions or sigma are less than zero, do this y_pred.clip(0, None)"
    },
    {
      "id": 3289101,
      "postDate": "2025-09-15T12:31:18.817Z",
      "content": "<p>Hello everyone,</p>\n<p>I'm facing a persistent \"Submission Scoring Error\" and would appreciate some guidance.</p>\n<p>My notebook runs without any errors from start to finish. It processes my validation data as expected and successfully generates a submission.csv file that appears to be in the correct format.</p>\n<p>However, after I submit the notebook, the run is successful, but it fails during the final scoring phase. I have unfortunately used all my daily submissions today encountering this same error, and I am still unable to identify the root cause.</p>\n<p>I suspect the issue might be related to how my code handles the hidden test set, but I'm not sure what specific aspects to investigate.</p>\n<p>Could anyone suggest the most common causes for a \"Submission Scoring Error,\" especially when the notebook itself completes its run successfully? Any advice on what to check for—such as potential edge cases in the hidden data, runtime issues, or subtle formatting problems—would be extremely helpful.</p>\n<p>Thank you in advance for your time and assistance.</p>",
      "rawMarkdown": "Hello everyone,\n\nI'm facing a persistent \"Submission Scoring Error\" and would appreciate some guidance.\n\nMy notebook runs without any errors from start to finish. It processes my validation data as expected and successfully generates a submission.csv file that appears to be in the correct format.\n\nHowever, after I submit the notebook, the run is successful, but it fails during the final scoring phase. I have unfortunately used all my daily submissions today encountering this same error, and I am still unable to identify the root cause.\n\nI suspect the issue might be related to how my code handles the hidden test set, but I'm not sure what specific aspects to investigate.\n\nCould anyone suggest the most common causes for a \"Submission Scoring Error,\" especially when the notebook itself completes its run successfully? Any advice on what to check for—such as potential edge cases in the hidden data, runtime issues, or subtle formatting problems—would be extremely helpful.\n\nThank you in advance for your time and assistance."
    }
  ],
  "comments": [
    {
      "id": 3289294,
      "author_name": "eugene",
      "author_url": "",
      "post_date": "2025-09-15T19:58:12.700000",
      "content": "<p>Maybe your predictions or sigma are less than zero, do this y_pred.clip(0, None)</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3289294": "Maybe your predictions or sigma are less than zero, do this y_pred.clip(0, None)",
    "3289101": "Hello everyone,\n\nI'm facing a persistent \"Submission Scoring Error\" and would appreciate some guidance.\n\nMy notebook runs without any errors from start to finish. It processes my validation data as expected and successfully generates a submission.csv file that appears to be in the correct format.\n\nHowever, after I submit the notebook, the run is successful, but it fails during the final scoring phase. I have unfortunately used all my daily submissions today encountering this same error, and I am still unable to identify the root cause.\n\nI suspect the issue might be related to how my code handles the hidden test set, but I'm not sure what specific aspects to investigate.\n\nCould anyone suggest the most common causes for a \"Submission Scoring Error,\" especially when the notebook itself completes its run successfully? Any advice on what to check for—such as potential edge cases in the hidden data, runtime issues, or subtle formatting problems—would be extremely helpful.\n\nThank you in advance for your time and assistance."
  }
}