[
  {
    "id": "695964",
    "title": "CAFA5 manuscript on biorxiv",
    "authorName": "",
    "commentCount": "0",
    "votes": "1",
    "postDate": "2026-04-30 21:46:19.482000"
  },
  {
    "id": "613154",
    "title": "CAFA 6 is now live",
    "authorName": "",
    "commentCount": "5",
    "votes": "3",
    "postDate": "2025-10-24 15:43:02.965000"
  },
  {
    "id": "594108",
    "title": "CAFA 5 manuscript",
    "authorName": "",
    "commentCount": "0",
    "votes": "4",
    "postDate": "2025-08-01 16:33:25.558000"
  },
  {
    "id": "491341",
    "title": "Intelligent Systems in Molecular Biology 2024",
    "authorName": "",
    "commentCount": "0",
    "votes": "1",
    "postDate": "2024-04-05 13:48:39.947000"
  },
  {
    "id": "462836",
    "title": "Recap of Competition - Congratulations to the Winners!",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-12-21 21:17:43.178000"
  },
  {
    "id": "435531",
    "title": "CAFA 5: Thank you! What's next?",
    "authorName": "",
    "commentCount": "4",
    "votes": "14",
    "postDate": "2023-08-29 20:03:04.649000"
  },
  {
    "id": "429940",
    "title": "There will be no Discord Channel for this Competition",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-08-07 18:52:59.576000"
  },
  {
    "id": "422615",
    "title": "Leaderboard Rescore - COMPLETE",
    "authorName": "",
    "commentCount": "5",
    "votes": "17",
    "postDate": "2023-07-10 19:15:05.588000"
  },
  {
    "id": "405237",
    "title": "Information Accretion explainer ",
    "authorName": "",
    "commentCount": "18",
    "votes": "68",
    "postDate": "2023-04-26 16:49:08.702000"
  },
  {
    "id": "403203",
    "title": "New to protein function prediction and want to catch up quickly?",
    "authorName": "",
    "commentCount": "20",
    "votes": "81",
    "postDate": "2023-04-21 19:11:32.964000"
  },
  {
    "id": "402629",
    "title": "Looking for a Team Megathread",
    "authorName": "",
    "commentCount": "104",
    "votes": "11",
    "postDate": "2023-04-19 05:27:45.393000"
  },
  {
    "id": "402559",
    "title": "New to Kaggle or Machine Learning? Check this out ~",
    "authorName": "",
    "commentCount": "6",
    "votes": "7",
    "postDate": "2023-04-18 21:09:17.014000"
  },
  {
    "id": "401532",
    "title": "Welcome to the CAFA Challenge",
    "authorName": "",
    "commentCount": "17",
    "votes": "31",
    "postDate": "2023-04-13 17:25:22.093000"
  },
  {
    "id": "552065",
    "title": "Preprint Top2 solution ",
    "authorName": "",
    "commentCount": "0",
    "votes": "9",
    "postDate": "2024-12-17 13:16:14.906000"
  },
  {
    "id": "433603",
    "title": "Public 9th/Private 331st Place Solution - A Non-Bioinformatician's Journey in CAFA",
    "authorName": "",
    "commentCount": "18",
    "votes": "29",
    "postDate": "2024-08-23 08:31:52.047000"
  },
  {
    "id": "434333",
    "title": "A brief overview of 13th-place LB solution",
    "authorName": "",
    "commentCount": "3",
    "votes": "30",
    "postDate": "2024-06-29 04:09:43.480000"
  },
  {
    "id": "509921",
    "title": "Video available . Webinar on DeepGO 2024 June 6 17.30 CET",
    "authorName": "",
    "commentCount": "1",
    "votes": "10",
    "postDate": "2024-06-04 11:34:08.902000"
  },
  {
    "id": "491172",
    "title": "Pre-print of 4th place solution",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2024-04-04 22:12:17.867000"
  },
  {
    "id": "476222",
    "title": "Same scores on public and private leaderboard",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2024-02-11 16:13:40.493000"
  },
  {
    "id": "434064",
    "title": "Private 2nd/Public 5th solution: Py-Boost and GCN",
    "authorName": "",
    "commentCount": "7",
    "votes": "59",
    "postDate": "2024-01-14 22:18:27.513000"
  },
  {
    "id": "Next Page Token = 2",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "464437",
    "title": "3rd Place Solution for the CAFA 5 Protein Function Prediction",
    "authorName": "",
    "commentCount": "9",
    "votes": "31",
    "postDate": "2024-01-13 15:18:21.313000"
  },
  {
    "id": "466971",
    "title": "6th Place Solution for the CAFA 5 Protein Function Prediction Challenge",
    "authorName": "",
    "commentCount": "0",
    "votes": "8",
    "postDate": "2024-01-10 15:51:06.580000"
  },
  {
    "id": "466917",
    "title": "1st Place Solution for the CAFA5",
    "authorName": "",
    "commentCount": "7",
    "votes": "34",
    "postDate": "2024-01-10 13:44:04.713000"
  },
  {
    "id": "466703",
    "title": "Share: T5 embeddings for 500K+ proteins from the uniprot 2023-02 (reviewed only)",
    "authorName": "",
    "commentCount": "0",
    "votes": "2",
    "postDate": "2024-01-09 17:11:01.150000"
  },
  {
    "id": "433732",
    "title": "First Kaggle competition : 10th place public leaderboard; Nth place private leaderboard",
    "authorName": "",
    "commentCount": "17",
    "votes": "25",
    "postDate": "2024-01-02 20:30:23.847000"
  },
  {
    "id": "463009",
    "title": "5th Place Solution for the CAFA 5 Protein Function Prediction Challenge",
    "authorName": "",
    "commentCount": "0",
    "votes": "21",
    "postDate": "2023-12-28 16:22:31.637000"
  },
  {
    "id": "462670",
    "title": "1st update vs Final update stat",
    "authorName": "",
    "commentCount": "0",
    "votes": "5",
    "postDate": "2023-12-21 05:14:02.747000"
  },
  {
    "id": "462628",
    "title": "Public vs Private",
    "authorName": "",
    "commentCount": "4",
    "votes": "1",
    "postDate": "2023-12-20 22:21:23.022000"
  },
  {
    "id": "462605",
    "title": "9th place solution summary",
    "authorName": "",
    "commentCount": "1",
    "votes": "16",
    "postDate": "2023-12-20 19:32:39.149000"
  },
  {
    "id": "462586",
    "title": "As a highway to improvement 🤙",
    "authorName": "",
    "commentCount": "0",
    "votes": "5",
    "postDate": "2023-12-20 16:51:21.953000"
  },
  {
    "id": "462582",
    "title": "Congratulations to the winners!",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-12-20 16:34:53.011000"
  },
  {
    "id": "462576",
    "title": "Competition has been finalized",
    "authorName": "",
    "commentCount": "5",
    "votes": "10",
    "postDate": "2023-12-20 15:52:28.703000"
  },
  {
    "id": "462419",
    "title": "Share: ESM2 large (dim 5120) and ankh embeddings",
    "authorName": "",
    "commentCount": "6",
    "votes": "8",
    "postDate": "2023-12-19 20:40:05.828000"
  },
  {
    "id": "462410",
    "title": "Final LB Update Underway - COMPLETE",
    "authorName": "",
    "commentCount": "1",
    "votes": "22",
    "postDate": "2023-12-19 19:40:34.375000"
  },
  {
    "id": "461557",
    "title": "The second update is also the final result?",
    "authorName": "",
    "commentCount": "0",
    "votes": "0",
    "postDate": "2023-12-15 04:41:30.928000"
  },
  {
    "id": "458311",
    "title": "2nd leaderboard update?",
    "authorName": "",
    "commentCount": "4",
    "votes": "10",
    "postDate": "2023-11-29 08:55:29.200000"
  },
  {
    "id": "454084",
    "title": "Memes time",
    "authorName": "",
    "commentCount": "0",
    "votes": "-2",
    "postDate": "2023-11-08 20:24:15.382000"
  },
  {
    "id": "452639",
    "title": "Fixing LB Update - COMPLETED!",
    "authorName": "",
    "commentCount": "3",
    "votes": "12",
    "postDate": "2023-11-02 22:25:48.404000"
  },
  {
    "id": "452628",
    "title": "[UPDATED] Current LB status",
    "authorName": "",
    "commentCount": "10",
    "votes": "10",
    "postDate": "2023-11-02 21:35:37.109000"
  },
  {
    "id": "452418",
    "title": "LB After First Update Stats and shake-ups 🌟 💥 Fixing [UPDATED]",
    "authorName": "",
    "commentCount": "14",
    "votes": "11",
    "postDate": "2023-11-02 06:03:12.971000"
  },
  {
    "id": "Next Page Token = 3",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "452377",
    "title": "LB updated! Share your score if it changes!",
    "authorName": "",
    "commentCount": "4",
    "votes": "7",
    "postDate": "2023-11-02 02:32:39.038000"
  },
  {
    "id": "452325",
    "title": "Leaderboard Updated - COMPLETE",
    "authorName": "",
    "commentCount": "7",
    "votes": "18",
    "postDate": "2023-11-01 18:37:22.214000"
  },
  {
    "id": "445792",
    "title": "How to download the \"CAFA 5 Protein Function Prediction\" competition data?",
    "authorName": "",
    "commentCount": "3",
    "votes": "1",
    "postDate": "2023-10-09 01:28:41.592000"
  },
  {
    "id": "445580",
    "title": "One month passed waiting for interim LB updates",
    "authorName": "",
    "commentCount": "5",
    "votes": "10",
    "postDate": "2023-10-07 17:10:44.337000"
  },
  {
    "id": "438367",
    "title": "Would be possible to allow to make late submissions and make notebooks public , please ? ",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-09-10 19:39:09.981000"
  },
  {
    "id": "436014",
    "title": "Accessing data past registration deadline",
    "authorName": "",
    "commentCount": "2",
    "votes": "1",
    "postDate": "2023-08-31 16:11:10.206000"
  },
  {
    "id": "435042",
    "title": "[0.58 No QuickGO] A brief overview of my solution in CAFA5 Kaggle competition",
    "authorName": "",
    "commentCount": "0",
    "votes": "19",
    "postDate": "2023-08-27 18:53:59.912000"
  },
  {
    "id": "434923",
    "title": "Access to Test Data Predictions",
    "authorName": "",
    "commentCount": "0",
    "votes": "1",
    "postDate": "2023-08-27 07:03:03.563000"
  },
  {
    "id": "434656",
    "title": "Sophisticated Data Preprocessing for the CAFA5 Dataset",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-08-26 01:40:34.409000"
  },
  {
    "id": "434186",
    "title": "When will I be able to share my data?",
    "authorName": "",
    "commentCount": "2",
    "votes": "2",
    "postDate": "2023-08-24 08:27:58.872000"
  },
  {
    "id": "434134",
    "title": "How Do You Manage Your Analytical Environment in Kaggle Competitions?",
    "authorName": "",
    "commentCount": "1",
    "votes": "4",
    "postDate": "2023-08-24 05:24:21.346000"
  },
  {
    "id": "433962",
    "title": "Did Anyone Successfully Employ LTR in this Competition?",
    "authorName": "",
    "commentCount": "7",
    "votes": "7",
    "postDate": "2023-08-23 14:09:26.507000"
  },
  {
    "id": "433921",
    "title": "T5 residual embeds for further experiments",
    "authorName": "",
    "commentCount": "0",
    "votes": "5",
    "postDate": "2023-08-23 12:05:20.580000"
  },
  {
    "id": "433900",
    "title": "Embeddings for targets, embeddings for inputs (DeepGoZero-based solution)",
    "authorName": "",
    "commentCount": "3",
    "votes": "13",
    "postDate": "2023-08-23 10:10:02.586000"
  },
  {
    "id": "433868",
    "title": " I mistakenly predicted too many GO terms, with each protein reaching up to 4k -3w, and forgot to extract the best 1500. ",
    "authorName": "",
    "commentCount": "4",
    "votes": "1",
    "postDate": "2023-08-23 07:26:45.705000"
  },
  {
    "id": "433865",
    "title": "Please share your LB and CV on each of the three types of gene ontologies",
    "authorName": "",
    "commentCount": "5",
    "votes": "2",
    "postDate": "2023-08-23 07:07:42.913000"
  },
  {
    "id": "433832",
    "title": "So much same scores on the leaderboard, juts coincidence?",
    "authorName": "",
    "commentCount": "6",
    "votes": "3",
    "postDate": "2023-08-23 03:43:27.950000"
  },
  {
    "id": "433805",
    "title": "MultilabelStratifiedKFold[DEMO]",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-08-23 01:12:49.289000"
  },
  {
    "id": "433802",
    "title": "An eyeball test shows that homology methods work reasonably well - pun intended",
    "authorName": "",
    "commentCount": "2",
    "votes": "11",
    "postDate": "2023-08-23 00:53:57.245000"
  },
  {
    "id": "433779",
    "title": "How many subontologies to use for training?",
    "authorName": "",
    "commentCount": "13",
    "votes": "9",
    "postDate": "2023-08-22 21:27:33.505000"
  },
  {
    "id": "Next Page Token = 4",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "433777",
    "title": "Let’s Meet In The Latent Space - Joint Embedding of Protein Sequences and GO Terms",
    "authorName": "",
    "commentCount": "14",
    "votes": "21",
    "postDate": "2023-08-22 20:54:37.062000"
  },
  {
    "id": "433761",
    "title": "Please share your methods to construct validation sets 🤗",
    "authorName": "",
    "commentCount": "3",
    "votes": "3",
    "postDate": "2023-08-22 19:34:00.548000"
  },
  {
    "id": "433669",
    "title": "Top scores using only sequence information  ? ",
    "authorName": "",
    "commentCount": "23",
    "votes": "20",
    "postDate": "2023-08-22 14:04:54.641000"
  },
  {
    "id": "433604",
    "title": "Release public test set",
    "authorName": "",
    "commentCount": "1",
    "votes": "9",
    "postDate": "2023-08-22 10:32:40.060000"
  },
  {
    "id": "433598",
    "title": "Rules Acceptance Deadline",
    "authorName": "",
    "commentCount": "5",
    "votes": "0",
    "postDate": "2023-08-22 10:02:28.436000"
  },
  {
    "id": "433555",
    "title": "Protein embeddings clustering and prediction",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-08-22 06:46:49.313000"
  },
  {
    "id": "433547",
    "title": "[Silver Medal] Shooting for Gold: ESM-15B in JAX, GNNs, and What Didn't Work",
    "authorName": "",
    "commentCount": "11",
    "votes": "9",
    "postDate": "2023-08-22 06:23:40.867000"
  },
  {
    "id": "433543",
    "title": "Please share top public LB solutions 🙏",
    "authorName": "",
    "commentCount": "2",
    "votes": "15",
    "postDate": "2023-08-22 06:02:07.529000"
  },
  {
    "id": "433537",
    "title": "When will leaderbord updates?",
    "authorName": "",
    "commentCount": "1",
    "votes": "2",
    "postDate": "2023-08-22 05:36:18.079000"
  },
  {
    "id": "433515",
    "title": "why has the deadline been extended? ",
    "authorName": "",
    "commentCount": "2",
    "votes": "0",
    "postDate": "2023-08-22 03:33:12.092000"
  },
  {
    "id": "433494",
    "title": "Why was the closing date delayed by four months",
    "authorName": "",
    "commentCount": "4",
    "votes": "1",
    "postDate": "2023-08-22 01:25:41.846000"
  },
  {
    "id": "433493",
    "title": "Will late submissions be allowed later?",
    "authorName": "",
    "commentCount": "4",
    "votes": "4",
    "postDate": "2023-08-22 01:24:12.204000"
  },
  {
    "id": "433472",
    "title": "Yeah, so there's no way I am going to finish on time...😔 (3D Protein Structure Approach)",
    "authorName": "",
    "commentCount": "17",
    "votes": "15",
    "postDate": "2023-08-21 23:56:50.969000"
  },
  {
    "id": "433445",
    "title": "Are language models working together?",
    "authorName": "",
    "commentCount": "19",
    "votes": "15",
    "postDate": "2023-08-21 19:55:42.012000"
  },
  {
    "id": "433412",
    "title": "Clarification on Final validation",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-08-21 16:42:05.977000"
  },
  {
    "id": "433351",
    "title": "Is this competition will be shake ?? ",
    "authorName": "",
    "commentCount": "1",
    "votes": "1",
    "postDate": "2023-08-21 11:40:43.481000"
  },
  {
    "id": "433329",
    "title": "Selection submission candidates",
    "authorName": "",
    "commentCount": "4",
    "votes": "5",
    "postDate": "2023-08-21 09:25:48.139000"
  },
  {
    "id": "433313",
    "title": "funny competition",
    "authorName": "",
    "commentCount": "2",
    "votes": "2",
    "postDate": "2023-08-21 08:13:51.303000"
  },
  {
    "id": "433293",
    "title": "There is no private test data?",
    "authorName": "",
    "commentCount": "2",
    "votes": "0",
    "postDate": "2023-08-21 06:51:24.756000"
  },
  {
    "id": "433266",
    "title": "Shakeup is coming...",
    "authorName": "",
    "commentCount": "2",
    "votes": "0",
    "postDate": "2023-08-21 05:07:33.020000"
  },
  {
    "id": "Next Page Token = 5",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "433184",
    "title": "CAFA5: last day competition stats",
    "authorName": "",
    "commentCount": "20",
    "votes": "10",
    "postDate": "2023-08-20 16:49:15.619000"
  },
  {
    "id": "433091",
    "title": "Ensembling of public test set submissions ?",
    "authorName": "",
    "commentCount": "7",
    "votes": "1",
    "postDate": "2023-08-20 08:58:55.430000"
  },
  {
    "id": "433001",
    "title": "How to train model on two dataset and then merge the model together?",
    "authorName": "",
    "commentCount": "1",
    "votes": "1",
    "postDate": "2023-08-19 22:52:56.092000"
  },
  {
    "id": "432944",
    "title": "Let's share some memes!",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-08-19 15:31:27.360000"
  },
  {
    "id": "432907",
    "title": "Public Score/Local Score/GE0.4 per prot",
    "authorName": "",
    "commentCount": "0",
    "votes": "5",
    "postDate": "2023-08-19 12:59:42.971000"
  },
  {
    "id": "432529",
    "title": "Proteins in the test superset already have annotations in the 3 subontologies",
    "authorName": "",
    "commentCount": "6",
    "votes": "5",
    "postDate": "2023-08-17 20:44:48.668000"
  },
  {
    "id": "432459",
    "title": "Question about IA.txt",
    "authorName": "",
    "commentCount": "2",
    "votes": "0",
    "postDate": "2023-08-17 14:15:10.448000"
  },
  {
    "id": "432421",
    "title": "duplicate sequences in fasta",
    "authorName": "",
    "commentCount": "2",
    "votes": "1",
    "postDate": "2023-08-17 09:50:15.399000"
  },
  {
    "id": "432272",
    "title": "Similar competitions ",
    "authorName": "",
    "commentCount": "5",
    "votes": "2",
    "postDate": "2023-08-16 17:54:54.092000"
  },
  {
    "id": "432261",
    "title": "Public LB Visualization (as of 16/08/2023)",
    "authorName": "",
    "commentCount": "3",
    "votes": "6",
    "postDate": "2023-08-16 16:36:45.346000"
  },
  {
    "id": "431832",
    "title": "System is crashing even after turning GPU",
    "authorName": "",
    "commentCount": "2",
    "votes": "6",
    "postDate": "2023-08-15 06:08:40.418000"
  },
  {
    "id": "431688",
    "title": "Are the submissions with merged submissions not viable?",
    "authorName": "",
    "commentCount": "4",
    "votes": "2",
    "postDate": "2023-08-14 14:16:45.835000"
  },
  {
    "id": "431652",
    "title": "Puzzling leaderboard score behaviour",
    "authorName": "",
    "commentCount": "16",
    "votes": "6",
    "postDate": "2023-08-14 11:27:13.760000"
  },
  {
    "id": "431491",
    "title": "3 remarkable ideas from Zoltan's notebook \"CombineEmbeddings\"",
    "authorName": "",
    "commentCount": "2",
    "votes": "16",
    "postDate": "2023-08-13 19:11:14.825000"
  },
  {
    "id": "431384",
    "title": "Species Description",
    "authorName": "",
    "commentCount": "2",
    "votes": "2",
    "postDate": "2023-08-13 10:09:21.928000"
  },
  {
    "id": "431362",
    "title": "UniProt Dataset",
    "authorName": "",
    "commentCount": "1",
    "votes": "1",
    "postDate": "2023-08-13 08:08:14.210000"
  },
  {
    "id": "431209",
    "title": "When Is the Right Time to Post Our Solution?",
    "authorName": "",
    "commentCount": "6",
    "votes": "2",
    "postDate": "2023-08-12 14:23:56.063000"
  },
  {
    "id": "431181",
    "title": "Will there will be tremendous shakeup???",
    "authorName": "",
    "commentCount": "3",
    "votes": "5",
    "postDate": "2023-08-12 11:50:29.023000"
  },
  {
    "id": "431102",
    "title": "Why the Ensemble of pre-predicted TSV files at the end?",
    "authorName": "",
    "commentCount": "0",
    "votes": "0",
    "postDate": "2023-08-12 03:21:34.245000"
  },
  {
    "id": "431027",
    "title": "Notebook Threw Exception Error",
    "authorName": "",
    "commentCount": "0",
    "votes": "0",
    "postDate": "2023-08-11 18:36:30.940000"
  },
  {
    "id": "Next Page Token = 6",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "430523",
    "title": "Submission Plan",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-08-10 06:28:39.130000"
  },
  {
    "id": "430445",
    "title": "Error in submission ",
    "authorName": "",
    "commentCount": "4",
    "votes": "0",
    "postDate": "2023-08-09 19:05:18.643000"
  },
  {
    "id": "430376",
    "title": "Order of terms in `train_terms.tsv`.",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-08-09 14:34:24.262000"
  },
  {
    "id": "430275",
    "title": "Large Gap between CV and LB",
    "authorName": "",
    "commentCount": "2",
    "votes": "8",
    "postDate": "2023-08-09 05:58:07.769000"
  },
  {
    "id": "430218",
    "title": "How does zeroing out probability values change the result?",
    "authorName": "",
    "commentCount": "2",
    "votes": "1",
    "postDate": "2023-08-08 18:08:24.206000"
  },
  {
    "id": "430166",
    "title": "sequence compare between  Q8YF53 and C0RGW8 ",
    "authorName": "",
    "commentCount": "1",
    "votes": "5",
    "postDate": "2023-08-08 13:24:09.211000"
  },
  {
    "id": "429698",
    "title": "Timestamping GO annotations",
    "authorName": "",
    "commentCount": "0",
    "votes": "0",
    "postDate": "2023-08-06 23:04:42.967000"
  },
  {
    "id": "429461",
    "title": "An error occurred while committing kernel:",
    "authorName": "",
    "commentCount": "2",
    "votes": "0",
    "postDate": "2023-08-05 18:17:33.819000"
  },
  {
    "id": "429218",
    "title": "Inconsistent Protein Sequences for the Same Protein",
    "authorName": "",
    "commentCount": "5",
    "votes": "5",
    "postDate": "2023-08-04 13:53:02.606000"
  },
  {
    "id": "428068",
    "title": "Overlap between Train and Test Set",
    "authorName": "",
    "commentCount": "3",
    "votes": "0",
    "postDate": "2023-07-31 01:45:46.351000"
  },
  {
    "id": "427046",
    "title": "why I use a quick saving trick fail",
    "authorName": "",
    "commentCount": "5",
    "votes": "1",
    "postDate": "2023-07-26 08:45:19.469000"
  },
  {
    "id": "427002",
    "title": "Question about the high-scored public notebooks",
    "authorName": "",
    "commentCount": "6",
    "votes": "4",
    "postDate": "2023-07-26 04:27:53.025000"
  },
  {
    "id": "426999",
    "title": "Ensemble decides the score?",
    "authorName": "",
    "commentCount": "5",
    "votes": "0",
    "postDate": "2023-07-26 04:05:10.105000"
  },
  {
    "id": "426878",
    "title": "Kaggle notebook or personal computer notebook? ",
    "authorName": "",
    "commentCount": "6",
    "votes": "1",
    "postDate": "2023-07-25 13:02:25.818000"
  },
  {
    "id": "426592",
    "title": "How to add pre-trained model?",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-07-24 10:03:23.880000"
  },
  {
    "id": "426507",
    "title": "Ground truth labels",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-07-23 21:11:22.050000"
  },
  {
    "id": "426251",
    "title": "Is it best to use external datasets of predictions for generalized pretrained models such as DeepGOZero?",
    "authorName": "",
    "commentCount": "0",
    "votes": "1",
    "postDate": "2023-07-22 10:19:31.386000"
  },
  {
    "id": "426157",
    "title": "Stuck with the data given.",
    "authorName": "",
    "commentCount": "6",
    "votes": "1",
    "postDate": "2023-07-21 21:39:32.017000"
  },
  {
    "id": "425919",
    "title": "Question on 'submission.tsv'",
    "authorName": "",
    "commentCount": "2",
    "votes": "-1",
    "postDate": "2023-07-20 23:30:54.933000"
  },
  {
    "id": "425917",
    "title": "Notebook Does not display input/output folder files",
    "authorName": "",
    "commentCount": "0",
    "votes": "-1",
    "postDate": "2023-07-20 23:22:10.469000"
  },
  {
    "id": "Next Page Token = 7",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "425677",
    "title": "Notebook memory use",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-07-20 00:22:17.417000"
  },
  {
    "id": "425389",
    "title": "If all proteins in the private test set are novel?",
    "authorName": "",
    "commentCount": "4",
    "votes": "1",
    "postDate": "2023-07-18 13:38:46.105000"
  },
  {
    "id": "425048",
    "title": "0.55746  LB score?",
    "authorName": "",
    "commentCount": "1",
    "votes": "0",
    "postDate": "2023-07-16 22:06:42.886000"
  },
  {
    "id": "425031",
    "title": "External Data",
    "authorName": "",
    "commentCount": "1",
    "votes": "1",
    "postDate": "2023-07-16 19:21:37.834000"
  },
  {
    "id": "425025",
    "title": "New to Competition 🤗",
    "authorName": "",
    "commentCount": "2",
    "votes": "3",
    "postDate": "2023-07-16 18:32:14.403000"
  },
  {
    "id": "424996",
    "title": "Maybe a Small Bug in Metric Derivation?",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-07-16 16:29:40.515000"
  },
  {
    "id": "424899",
    "title": "Version of go-basic.obo for LB and final evaluation",
    "authorName": "",
    "commentCount": "3",
    "votes": "12",
    "postDate": "2023-07-16 08:33:41.104000"
  },
  {
    "id": "424819",
    "title": "How was the best publicly available solution created?",
    "authorName": "",
    "commentCount": "0",
    "votes": "1",
    "postDate": "2023-07-16 00:28:19.138000"
  },
  {
    "id": "424811",
    "title": "How annotations were added over time?",
    "authorName": "",
    "commentCount": "0",
    "votes": "2",
    "postDate": "2023-07-15 23:14:43.092000"
  },
  {
    "id": "424726",
    "title": "Why protein's terms are different with UniProtKB",
    "authorName": "",
    "commentCount": "7",
    "votes": "4",
    "postDate": "2023-07-15 13:14:08.766000"
  },
  {
    "id": "424498",
    "title": "output file order",
    "authorName": "",
    "commentCount": "2",
    "votes": "2",
    "postDate": "2023-07-14 10:45:45.220000"
  },
  {
    "id": "424225",
    "title": "Which Machine Learning Algoritham would I use on protein data? Please Answer",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-07-13 05:13:33.665000"
  },
  {
    "id": "424134",
    "title": "Is it possible to add more proteins to public LB scoring ? ",
    "authorName": "",
    "commentCount": "5",
    "votes": "24",
    "postDate": "2023-07-12 17:35:09.621000"
  },
  {
    "id": "424116",
    "title": "Mol-Instructions",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-07-12 16:22:01.260000"
  },
  {
    "id": "423880",
    "title": "DeepGOZero: Improving protein function prediction from sequence and zero-shot learning based on ontology axioms",
    "authorName": "",
    "commentCount": "9",
    "votes": "12",
    "postDate": "2023-07-11 20:24:04.635000"
  },
  {
    "id": "423658",
    "title": "Which databases will be used for evaluation?",
    "authorName": "",
    "commentCount": "0",
    "votes": "1",
    "postDate": "2023-07-11 03:33:28.780000"
  },
  {
    "id": "422459",
    "title": "One Month Left! - A summary of everything that happened",
    "authorName": "",
    "commentCount": "0",
    "votes": "49",
    "postDate": "2023-07-10 05:30:50.223000"
  },
  {
    "id": "422288",
    "title": "Deep Go Paper Analysis | 💪🚀💪📈",
    "authorName": "",
    "commentCount": "2",
    "votes": "10",
    "postDate": "2023-07-09 09:29:09.110000"
  },
  {
    "id": "422147",
    "title": "Story Behind CAFA 5 Protein Function Prediction",
    "authorName": "",
    "commentCount": "0",
    "votes": "1",
    "postDate": "2023-07-08 12:44:27.427000"
  },
  {
    "id": "421977",
    "title": "Decoding the embeddings",
    "authorName": "",
    "commentCount": "2",
    "votes": "3",
    "postDate": "2023-07-07 16:33:14.846000"
  },
  {
    "id": "Next Page Token = 8",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "421887",
    "title": "Still Confused about Final Test Set",
    "authorName": "",
    "commentCount": "4",
    "votes": "15",
    "postDate": "2023-07-07 10:23:55.357000"
  },
  {
    "id": "421836",
    "title": "About the LLM embeddings",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-07-07 04:09:15.556000"
  },
  {
    "id": "421799",
    "title": "Embeddings for Graph CNN",
    "authorName": "",
    "commentCount": "0",
    "votes": "2",
    "postDate": "2023-07-06 20:02:07.691000"
  },
  {
    "id": "421639",
    "title": "Trouble with 'goatools' install",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-07-06 06:28:29.030000"
  },
  {
    "id": "421512",
    "title": "TEMPROT Paper Analysis | CAFA 5 ",
    "authorName": "",
    "commentCount": "0",
    "votes": "8",
    "postDate": "2023-07-05 16:04:12.872000"
  },
  {
    "id": "421304",
    "title": "Punishment for predicting true terms that are not experimentally validated?",
    "authorName": "",
    "commentCount": "2",
    "votes": "5",
    "postDate": "2023-07-04 20:49:02.995000"
  },
  {
    "id": "421267",
    "title": "$ curl -s -X GET --header 'Accept:text/tsv' 'https://www.ebi.ac.uk/QuickGO/services/annotation/downloadSearch?includeFields=goName&includeFields=taxonName&includeFields=name&geneProductId=P00533&taxonId=9606'  ",
    "authorName": "",
    "commentCount": "0",
    "votes": "5",
    "postDate": "2023-07-04 17:10:28.475000"
  },
  {
    "id": "421189",
    "title": "Lots of sequences with 100% similarity",
    "authorName": "",
    "commentCount": "12",
    "votes": "11",
    "postDate": "2023-07-04 10:07:35.507000"
  },
  {
    "id": "421170",
    "title": "Video  with comments by top1: Robert Hoehndorf, organizer: Predrag Radivojac,  etc ",
    "authorName": "",
    "commentCount": "2",
    "votes": "18",
    "postDate": "2023-07-04 08:49:48.080000"
  },
  {
    "id": "420931",
    "title": "Everything you need to know | CAFA Protein Prediction",
    "authorName": "",
    "commentCount": "3",
    "votes": "8",
    "postDate": "2023-07-03 09:12:52.219000"
  },
  {
    "id": "420871",
    "title": "Submission scoring probelm",
    "authorName": "",
    "commentCount": "1",
    "votes": "4",
    "postDate": "2023-07-03 02:52:44.651000"
  },
  {
    "id": "420241",
    "title": "(Probably) Error in the metric computation",
    "authorName": "",
    "commentCount": "7",
    "votes": "28",
    "postDate": "2023-06-29 21:02:17.072000"
  },
  {
    "id": "419802",
    "title": "0.6 and beyond - a literature review for better ideas",
    "authorName": "",
    "commentCount": "7",
    "votes": "16",
    "postDate": "2023-06-27 17:01:55.621000"
  },
  {
    "id": "419597",
    "title": "Potential missing terms in go-basic.obo file",
    "authorName": "",
    "commentCount": "4",
    "votes": "4",
    "postDate": "2023-06-26 17:27:30.988000"
  },
  {
    "id": "419545",
    "title": "Question about the fill mode Propagation",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-06-26 12:47:57.069000"
  },
  {
    "id": "419413",
    "title": "Understanding the Evaluation Process ",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-06-25 19:59:59.135000"
  },
  {
    "id": "419230",
    "title": "Naive baseline with LSTM",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-06-24 20:54:18.042000"
  },
  {
    "id": "419127",
    "title": "The metric is calculated with: prop_mode='fill' or prop_mode='max' ?",
    "authorName": "",
    "commentCount": "4",
    "votes": "12",
    "postDate": "2023-06-24 09:28:41.263000"
  },
  {
    "id": "419122",
    "title": "Looking for a team or create a new team",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-06-24 08:58:19.876000"
  },
  {
    "id": "419056",
    "title": "Finetune a LLM on 2 GPUs",
    "authorName": "",
    "commentCount": "0",
    "votes": "5",
    "postDate": "2023-06-23 22:05:14.611000"
  },
  {
    "id": "Next Page Token = 9",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "418929",
    "title": "Validation loss, Validation Accuracy, F1 Score... How is that possible",
    "authorName": "",
    "commentCount": "4",
    "votes": "3",
    "postDate": "2023-06-23 08:54:06.142000"
  },
  {
    "id": "418820",
    "title": "Protein Families",
    "authorName": "",
    "commentCount": "8",
    "votes": "7",
    "postDate": "2023-06-22 16:58:20.233000"
  },
  {
    "id": "418602",
    "title": "Information in the first line of each FASTA record in training_sequences.fasta",
    "authorName": "",
    "commentCount": "3",
    "votes": "3",
    "postDate": "2023-06-21 14:21:54.187000"
  },
  {
    "id": "418528",
    "title": "What's your valid_acc v.s f1_score",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-06-21 06:45:52.697000"
  },
  {
    "id": "418500",
    "title": "Sporadic submission scoring error",
    "authorName": "",
    "commentCount": "3",
    "votes": "4",
    "postDate": "2023-06-21 02:02:35.951000"
  },
  {
    "id": "418494",
    "title": "Use of GO prediction software",
    "authorName": "",
    "commentCount": "4",
    "votes": "5",
    "postDate": "2023-06-21 01:10:32.605000"
  },
  {
    "id": "418456",
    "title": "The MFO imbalance problem",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-06-20 17:42:33.495000"
  },
  {
    "id": "418421",
    "title": "About Code Competitions?",
    "authorName": "",
    "commentCount": "7",
    "votes": "5",
    "postDate": "2023-06-20 14:15:52.649000"
  },
  {
    "id": "418295",
    "title": "Video available.  Friday 18.10 John Mitchell - survey of the related Kaggle competition .  Webinars and educational/research activity around the competition ",
    "authorName": "",
    "commentCount": "27",
    "votes": "31",
    "postDate": "2023-06-19 21:46:31.654000"
  },
  {
    "id": "418267",
    "title": "Deepmind Alphafold???",
    "authorName": "",
    "commentCount": "9",
    "votes": "3",
    "postDate": "2023-06-19 17:39:40.407000"
  },
  {
    "id": "418006",
    "title": "EDA insights",
    "authorName": "",
    "commentCount": "0",
    "votes": "28",
    "postDate": "2023-06-18 09:54:16.933000"
  },
  {
    "id": "417784",
    "title": "Post Processing",
    "authorName": "",
    "commentCount": "2",
    "votes": "13",
    "postDate": "2023-06-17 06:53:10.177000"
  },
  {
    "id": "417696",
    "title": "Training data augmentation",
    "authorName": "",
    "commentCount": "1",
    "votes": "4",
    "postDate": "2023-06-16 19:23:15.490000"
  },
  {
    "id": "417561",
    "title": "SPROF-GO predictions",
    "authorName": "",
    "commentCount": "5",
    "votes": "19",
    "postDate": "2023-06-16 08:28:00.739000"
  },
  {
    "id": "417504",
    "title": "Will submission protein change?",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-06-16 02:12:51.578000"
  },
  {
    "id": "417248",
    "title": "Competition Evaluation Metric. How is it calculated with respect to threshold value?",
    "authorName": "",
    "commentCount": "2",
    "votes": "6",
    "postDate": "2023-06-14 23:04:01.488000"
  },
  {
    "id": "416956",
    "title": "Taxonomy data useful?",
    "authorName": "",
    "commentCount": "1",
    "votes": "5",
    "postDate": "2023-06-13 15:24:26.604000"
  },
  {
    "id": "416955",
    "title": "Doubts regarding the scoring/evaluation criteria",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-06-13 15:20:35.385000"
  },
  {
    "id": "416745",
    "title": "How was the train set selected? Swiss-Prot vs TrEMBL and curated annotations. ",
    "authorName": "",
    "commentCount": "1",
    "votes": "5",
    "postDate": "2023-06-12 22:20:00.660000"
  },
  {
    "id": "416682",
    "title": "System Account CompetitionsSubmitValidator is not registered.",
    "authorName": "",
    "commentCount": "6",
    "votes": "9",
    "postDate": "2023-06-12 15:51:44.663000"
  },
  {
    "id": "Next Page Token = 10",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "416506",
    "title": "Looking for a teammate or 2, to discuss project progress with and accountability ()",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-06-11 18:41:58.112000"
  },
  {
    "id": "415980",
    "title": "ESM2 fine-tuning baseline (LB=0.383)",
    "authorName": "",
    "commentCount": "2",
    "votes": "7",
    "postDate": "2023-06-09 01:25:05.164000"
  },
  {
    "id": "415889",
    "title": "After the competition, the CAFA-5 data would be publicly available?",
    "authorName": "",
    "commentCount": "0",
    "votes": "3",
    "postDate": "2023-06-08 15:49:12.271000"
  },
  {
    "id": "415601",
    "title": "Qualifier values for CAFA test set construction",
    "authorName": "",
    "commentCount": "0",
    "votes": "4",
    "postDate": "2023-06-07 08:09:56.792000"
  },
  {
    "id": "415596",
    "title": "The limits of sequence derived embeddings",
    "authorName": "",
    "commentCount": "6",
    "votes": "4",
    "postDate": "2023-06-07 07:48:27.748000"
  },
  {
    "id": "415326",
    "title": "Is there any way to apply a GNN on this data?",
    "authorName": "",
    "commentCount": "1",
    "votes": "5",
    "postDate": "2023-06-06 03:12:35.674000"
  },
  {
    "id": "415111",
    "title": "About the probabilities",
    "authorName": "",
    "commentCount": "7",
    "votes": "3",
    "postDate": "2023-06-05 07:28:52.860000"
  },
  {
    "id": "415014",
    "title": "Same examples in testing and training sets",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-06-04 16:25:27.204000"
  },
  {
    "id": "414985",
    "title": "Extracting Useful Features from Protein Descriptions for Training?",
    "authorName": "",
    "commentCount": "2",
    "votes": "3",
    "postDate": "2023-06-04 12:16:47.451000"
  },
  {
    "id": "414731",
    "title": "How to translate short amino acid sequences to embeddings?",
    "authorName": "",
    "commentCount": "2",
    "votes": "2",
    "postDate": "2023-06-03 00:28:18.706000"
  },
  {
    "id": "414486",
    "title": "missing terms in Train/train_terms.tsv",
    "authorName": "",
    "commentCount": "2",
    "votes": "6",
    "postDate": "2023-06-01 21:00:02.348000"
  },
  {
    "id": "413976",
    "title": "Need help with embeddings.",
    "authorName": "",
    "commentCount": "2",
    "votes": "4",
    "postDate": "2023-05-31 00:15:59.043000"
  },
  {
    "id": "413918",
    "title": "How did train_terms.tsv created?",
    "authorName": "",
    "commentCount": "4",
    "votes": "8",
    "postDate": "2023-05-30 16:33:24.640000"
  },
  {
    "id": "413594",
    "title": "How to preprocess data from beginning?",
    "authorName": "",
    "commentCount": "2",
    "votes": "4",
    "postDate": "2023-05-29 11:38:42.394000"
  },
  {
    "id": "413420",
    "title": "Is protein data linearly separable? Why are convolutional neural networks worse than linear neural networks?",
    "authorName": "",
    "commentCount": "9",
    "votes": "4",
    "postDate": "2023-05-28 14:52:53.048000"
  },
  {
    "id": "413361",
    "title": "Can I submit a Jupyter notebook or Python script via the Kaggle API?",
    "authorName": "",
    "commentCount": "2",
    "votes": "4",
    "postDate": "2023-05-28 09:32:59.359000"
  },
  {
    "id": "413349",
    "title": "GO Term count analysis for helping class sampling",
    "authorName": "",
    "commentCount": "1",
    "votes": "13",
    "postDate": "2023-05-28 07:11:46.237000"
  },
  {
    "id": "413334",
    "title": "Out of memory for GPUs???",
    "authorName": "",
    "commentCount": "14",
    "votes": "3",
    "postDate": "2023-05-28 05:19:33.252000"
  },
  {
    "id": "413212",
    "title": "What are numbers in t5embeds/train_embeds.npy ?",
    "authorName": "",
    "commentCount": "1",
    "votes": "3",
    "postDate": "2023-05-27 14:12:49.406000"
  },
  {
    "id": "412853",
    "title": "Leaderboard public score calculation",
    "authorName": "",
    "commentCount": "2",
    "votes": "4",
    "postDate": "2023-05-25 14:07:56.752000"
  },
  {
    "id": "Next Page Token = 11",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "412726",
    "title": "How much to learn about Protein Functions?",
    "authorName": "",
    "commentCount": "4",
    "votes": "3",
    "postDate": "2023-05-25 02:12:27.410000"
  },
  {
    "id": "412462",
    "title": "PyTorch training is not working",
    "authorName": "",
    "commentCount": "5",
    "votes": "3",
    "postDate": "2023-05-23 20:17:02.687000"
  },
  {
    "id": "412072",
    "title": "API code snipet for Meta ESMFold",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-05-22 06:50:35.940000"
  },
  {
    "id": "411919",
    "title": "Memory Allocation Error",
    "authorName": "",
    "commentCount": "4",
    "votes": "3",
    "postDate": "2023-05-21 15:50:10.853000"
  },
  {
    "id": "411789",
    "title": "Introduction to Protein Sequences(Synthesis and Prediction) using BioPython",
    "authorName": "",
    "commentCount": "0",
    "votes": "7",
    "postDate": "2023-05-21 05:38:24.310000"
  },
  {
    "id": "411777",
    "title": "CAFA Related Papers",
    "authorName": "",
    "commentCount": "1",
    "votes": "10",
    "postDate": "2023-05-21 03:49:31.965000"
  },
  {
    "id": "411409",
    "title": "The spatial structure of amino acids",
    "authorName": "",
    "commentCount": "6",
    "votes": "7",
    "postDate": "2023-05-19 04:43:35.513000"
  },
  {
    "id": "411300",
    "title": "Ideas for a good CV setting anyone?",
    "authorName": "",
    "commentCount": "2",
    "votes": "6",
    "postDate": "2023-05-18 14:00:13.383000"
  },
  {
    "id": "411201",
    "title": "Running the evaluator",
    "authorName": "",
    "commentCount": "2",
    "votes": "5",
    "postDate": "2023-05-18 05:47:19.453000"
  },
  {
    "id": "409962",
    "title": "'U' in the protein sequencies",
    "authorName": "",
    "commentCount": "6",
    "votes": "6",
    "postDate": "2023-05-13 11:24:30.996000"
  },
  {
    "id": "409952",
    "title": "How to Select the Best Protein Embedding Features in T5 and Other Feature Extraction Transformers?",
    "authorName": "",
    "commentCount": "2",
    "votes": "5",
    "postDate": "2023-05-13 10:18:15.432000"
  },
  {
    "id": "409845",
    "title": "unique go id in train and test set",
    "authorName": "",
    "commentCount": "0",
    "votes": "5",
    "postDate": "2023-05-12 19:35:48.866000"
  },
  {
    "id": "409802",
    "title": "Data Augmentation Techniques",
    "authorName": "",
    "commentCount": "5",
    "votes": "9",
    "postDate": "2023-05-12 16:26:05.271000"
  },
  {
    "id": "409772",
    "title": "Beginners understanding of GO graph",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-05-12 14:11:38.456000"
  },
  {
    "id": "409498",
    "title": "Feature Construction For Machine Learning Models",
    "authorName": "",
    "commentCount": "3",
    "votes": "4",
    "postDate": "2023-05-11 10:01:26.648000"
  },
  {
    "id": "409329",
    "title": "CV Grouping Strategy",
    "authorName": "",
    "commentCount": "10",
    "votes": "11",
    "postDate": "2023-05-10 15:15:43.601000"
  },
  {
    "id": "409206",
    "title": "how to use venv in Kaggle",
    "authorName": "",
    "commentCount": "0",
    "votes": "4",
    "postDate": "2023-05-10 03:02:48.724000"
  },
  {
    "id": "408153",
    "title": "Difference between the train_terms.tsv and GAF from geneontology.org",
    "authorName": "",
    "commentCount": "4",
    "votes": "5",
    "postDate": "2023-05-09 17:45:05.654000"
  },
  {
    "id": "407730",
    "title": "biological background",
    "authorName": "",
    "commentCount": "1",
    "votes": "5",
    "postDate": "2023-05-07 22:12:58.461000"
  },
  {
    "id": "407470",
    "title": "One question about weighted precision",
    "authorName": "",
    "commentCount": "6",
    "votes": "7",
    "postDate": "2023-05-06 15:12:47.792000"
  },
  {
    "id": "Next Page Token = 12",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "407220",
    "title": "Did you manage to get local evaluation to work?",
    "authorName": "",
    "commentCount": "1",
    "votes": "4",
    "postDate": "2023-05-05 14:51:43.654000"
  },
  {
    "id": "407162",
    "title": "ProtBERT Embeddings Dataset+Data Card 🔥",
    "authorName": "",
    "commentCount": "2",
    "votes": "15",
    "postDate": "2023-05-05 10:32:18.995000"
  },
  {
    "id": "407048",
    "title": "About this competition",
    "authorName": "",
    "commentCount": "2",
    "votes": "3",
    "postDate": "2023-05-05 00:35:57.803000"
  },
  {
    "id": "406914",
    "title": "At the final evaluation - annotations can only be ADDED  while existing (high-confident)  will be the same, or some can also \"disappear\"(not-confirmed) ?",
    "authorName": "",
    "commentCount": "2",
    "votes": "13",
    "postDate": "2023-05-04 11:13:29.180000"
  },
  {
    "id": "406658",
    "title": "Art gallery: Protein embeddings ",
    "authorName": "",
    "commentCount": "4",
    "votes": "17",
    "postDate": "2023-05-03 08:43:54.052000"
  },
  {
    "id": "406602",
    "title": "Impact of Different Protein structures on the Protein functioning",
    "authorName": "",
    "commentCount": "2",
    "votes": "4",
    "postDate": "2023-05-03 01:05:59.119000"
  },
  {
    "id": "406573",
    "title": "How similar are train and test data?",
    "authorName": "",
    "commentCount": "7",
    "votes": "13",
    "postDate": "2023-05-02 20:51:40.794000"
  },
  {
    "id": "406504",
    "title": "Validation Strategy",
    "authorName": "",
    "commentCount": "1",
    "votes": "10",
    "postDate": "2023-05-02 15:45:40.170000"
  },
  {
    "id": "406336",
    "title": "2D embedding of CAFA test proteins",
    "authorName": "",
    "commentCount": "11",
    "votes": "13",
    "postDate": "2023-05-02 02:20:09.692000"
  },
  {
    "id": "406168",
    "title": "ESM2 final-layer embeddings",
    "authorName": "",
    "commentCount": "5",
    "votes": "47",
    "postDate": "2023-05-01 07:22:19.583000"
  },
  {
    "id": "405947",
    "title": "Small bug in test data: A0A1D6E0S8 appears twice",
    "authorName": "",
    "commentCount": "0",
    "votes": "10",
    "postDate": "2023-04-30 05:03:11.450000"
  },
  {
    "id": "405898",
    "title": "What does \"published\" mean for the test superset?",
    "authorName": "",
    "commentCount": "5",
    "votes": "5",
    "postDate": "2023-04-29 19:26:28.661000"
  },
  {
    "id": "405838",
    "title": "I am getting Error that NoteBook threw exception",
    "authorName": "",
    "commentCount": "0",
    "votes": "4",
    "postDate": "2023-04-29 16:07:51.613000"
  },
  {
    "id": "405785",
    "title": "What is the difference between a 6-digit and a 10-digit EntryID (unique protein number)?",
    "authorName": "",
    "commentCount": "9",
    "votes": "6",
    "postDate": "2023-04-29 09:19:07.586000"
  },
  {
    "id": "405663",
    "title": "String Database",
    "authorName": "",
    "commentCount": "4",
    "votes": "7",
    "postDate": "2023-04-28 18:47:24.393000"
  },
  {
    "id": "405565",
    "title": "Why are the existing GO annotations so poor?",
    "authorName": "",
    "commentCount": "5",
    "votes": "12",
    "postDate": "2023-04-28 10:40:28.631000"
  },
  {
    "id": "405552",
    "title": "Sharing some of my learning experiences for beginners.",
    "authorName": "",
    "commentCount": "3",
    "votes": "16",
    "postDate": "2023-04-28 09:02:45.334000"
  },
  {
    "id": "405547",
    "title": "Similar Competition Winner Solutions  🏆",
    "authorName": "",
    "commentCount": "2",
    "votes": "15",
    "postDate": "2023-04-28 08:34:43.297000"
  },
  {
    "id": "405362",
    "title": "quick-go annotations",
    "authorName": "",
    "commentCount": "26",
    "votes": "23",
    "postDate": "2023-04-27 08:32:51.905000"
  },
  {
    "id": "405313",
    "title": "Notebook only submissions?",
    "authorName": "",
    "commentCount": "10",
    "votes": "8",
    "postDate": "2023-04-27 02:48:36.950000"
  },
  {
    "id": "Next Page Token = 13",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "405090",
    "title": "Q: information accretion values in IA.txt",
    "authorName": "",
    "commentCount": "2",
    "votes": "12",
    "postDate": "2023-04-26 09:32:54.304000"
  },
  {
    "id": "405085",
    "title": "Q: The rationale behind the choice of GO termset for the training",
    "authorName": "",
    "commentCount": "2",
    "votes": "10",
    "postDate": "2023-04-26 09:02:55.889000"
  },
  {
    "id": "405005",
    "title": "Are we expecting CAFA pros to join the competition?",
    "authorName": "",
    "commentCount": "5",
    "votes": "9",
    "postDate": "2023-04-25 21:17:07.947000"
  },
  {
    "id": "404946",
    "title": "Can the Public LB test subset be hacked?",
    "authorName": "",
    "commentCount": "8",
    "votes": "7",
    "postDate": "2023-04-25 13:55:04.908000"
  },
  {
    "id": "404853",
    "title": "odd jump on the LB",
    "authorName": "",
    "commentCount": "27",
    "votes": "15",
    "postDate": "2023-04-25 06:17:23.639000"
  },
  {
    "id": "403543",
    "title": "Baseline From Literature Methods",
    "authorName": "",
    "commentCount": "0",
    "votes": "6",
    "postDate": "2023-04-23 17:03:44.907000"
  },
  {
    "id": "403503",
    "title": "Pretrained embeddings for all SwissProt proteins (Dataset)",
    "authorName": "",
    "commentCount": "1",
    "votes": "10",
    "postDate": "2023-04-23 13:53:44.876000"
  },
  {
    "id": "403495",
    "title": "Top Papers on Automated Function Prediction (AFP)",
    "authorName": "",
    "commentCount": "5",
    "votes": "23",
    "postDate": "2023-04-23 12:55:30.271000"
  },
  {
    "id": "403320",
    "title": "Obsolete IDs",
    "authorName": "",
    "commentCount": "3",
    "votes": "6",
    "postDate": "2023-04-22 12:36:59.731000"
  },
  {
    "id": "403258",
    "title": "Possible bug in evaluation code causing submission errors",
    "authorName": "",
    "commentCount": "4",
    "votes": "10",
    "postDate": "2023-04-22 03:22:16.875000"
  },
  {
    "id": "403213",
    "title": "GO_terms_not_in_train",
    "authorName": "",
    "commentCount": "9",
    "votes": "7",
    "postDate": "2023-04-21 20:02:35.761000"
  },
  {
    "id": "403200",
    "title": "test-train duplicates",
    "authorName": "",
    "commentCount": "22",
    "votes": "16",
    "postDate": "2023-04-21 18:51:24.379000"
  },
  {
    "id": "403166",
    "title": "Should we predict parents?",
    "authorName": "",
    "commentCount": "4",
    "votes": "8",
    "postDate": "2023-04-21 15:10:11.159000"
  },
  {
    "id": "403058",
    "title": "About this competition?",
    "authorName": "",
    "commentCount": "6",
    "votes": "3",
    "postDate": "2023-04-21 00:36:36.692000"
  },
  {
    "id": "403053",
    "title": "Error reading taxon list.tsv",
    "authorName": "",
    "commentCount": "5",
    "votes": "7",
    "postDate": "2023-04-20 23:00:42.656000"
  },
  {
    "id": "403040",
    "title": "Info on CAFA4",
    "authorName": "",
    "commentCount": "4",
    "votes": "12",
    "postDate": "2023-04-20 21:08:25.290000"
  },
  {
    "id": "402936",
    "title": "A GO Primer",
    "authorName": "",
    "commentCount": "0",
    "votes": "13",
    "postDate": "2023-04-20 10:11:29.710000"
  },
  {
    "id": "402842",
    "title": "Levels of knowledge specificity",
    "authorName": "",
    "commentCount": "1",
    "votes": "26",
    "postDate": "2023-04-19 22:18:06.880000"
  },
  {
    "id": "402840",
    "title": "🧬 Graph Visualisation Kulyk 🧬",
    "authorName": "",
    "commentCount": "2",
    "votes": "28",
    "postDate": "2023-04-19 21:55:30.618000"
  },
  {
    "id": "402838",
    "title": "PDB structure speedrun?",
    "authorName": "",
    "commentCount": "2",
    "votes": "7",
    "postDate": "2023-04-19 21:35:10.117000"
  },
  {
    "id": "Next Page Token = 14",
    "title": null,
    "authorName": null,
    "commentCount": null,
    "votes": null,
    "postDate": null
  },
  {
    "id": "402829",
    "title": "Predicting GO annotations beyond protein homology",
    "authorName": "",
    "commentCount": "6",
    "votes": "25",
    "postDate": "2023-04-19 20:52:15.873000"
  },
  {
    "id": "402804",
    "title": "Main relations in the Gene Ontology(GO)",
    "authorName": "",
    "commentCount": "4",
    "votes": "13",
    "postDate": "2023-04-19 19:04:44.137000"
  },
  {
    "id": "402802",
    "title": "CAFA 5 some relevant research papers",
    "authorName": "",
    "commentCount": "3",
    "votes": "29",
    "postDate": "2023-04-19 18:49:39.547000"
  },
  {
    "id": "402767",
    "title": "I am new need help",
    "authorName": "",
    "commentCount": "7",
    "votes": "5",
    "postDate": "2023-04-19 16:17:14.245000"
  },
  {
    "id": "402756",
    "title": "Protein Sequence Embedding Techniques (Resources)",
    "authorName": "",
    "commentCount": "10",
    "votes": "16",
    "postDate": "2023-04-19 15:18:14.569000"
  },
  {
    "id": "402696",
    "title": "Maybe we're not actually predicting protein function? ",
    "authorName": "",
    "commentCount": "14",
    "votes": "30",
    "postDate": "2023-04-19 12:55:30.335000"
  },
  {
    "id": "402648",
    "title": "ProteinBert - Protein Function language Model",
    "authorName": "",
    "commentCount": "15",
    "votes": "45",
    "postDate": "2023-04-19 07:00:25.335000"
  },
  {
    "id": "402645",
    "title": "CAFA Researcher- looking for team",
    "authorName": "",
    "commentCount": "11",
    "votes": "10",
    "postDate": "2023-04-19 06:56:43.634000"
  },
  {
    "id": "402597",
    "title": "Bioinformatics on Kaggle. Biopython.",
    "authorName": "",
    "commentCount": "12",
    "votes": "46",
    "postDate": "2023-04-19 01:14:13.113000"
  },
  {
    "id": "402580",
    "title": "What is a FASTA File and How To Read It",
    "authorName": "",
    "commentCount": "2",
    "votes": "24",
    "postDate": "2023-04-18 23:00:24.548000"
  },
  {
    "id": "402565",
    "title": "Protein Language Models",
    "authorName": "",
    "commentCount": "7",
    "votes": "41",
    "postDate": "2023-04-18 21:36:01.888000"
  },
  {
    "id": "402560",
    "title": "🧬 Useful Resources List 🧬",
    "authorName": "",
    "commentCount": "2",
    "votes": "25",
    "postDate": "2023-04-18 21:14:42.869000"
  }
]