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get_prediction

Syntologyentry name in harvested coderead from the graph 2026-09-24

get_prediction appears in the code Syntology harvested for 12 papers, as 11 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 3 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named get_prediction do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 6 of the 11 distinct code bodies named get_prediction; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
2ran
5unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 12 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

12 papers shown of 12, newest first; 12 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive; 1 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Reinforcing General Reasoning without Verifiers 27 May 2025 sail-sg/verifree/evaluation/eval_gpqa.py 0a74dba018ffb284 ran · our draft was wrong fingerprinted no licence file found · pointer only
More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms 6 Feb 2024 hzakerinia/flexible-pac-bayes-meta-learning/PriorMetaLearning/Get_Objective_MPB.py 8ec0f5bffddbde1a ran · our draft was wrong fingerprinted no licence file found · pointer only
General Flow as Foundation Affordance for Scalable Robot Learning 21 Jan 2024 michaelyuancb/general_flow/inference.py a8766d777d9b458e unverified MIT (permissive)
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts 16 Nov 2023 lwaekfjlk/mmoe/data_gen_text_label_Qwen2/utils.py fe17eaee8c324b71 ran no licence file found · pointer only
Bias Propagation in Federated Learning 5 Sep 2023 privacytrustlab/bias_in_FL/save_information.py 546b4e92c7fccfa5 ran no licence file found · pointer only
arXiv:2305.06648 2023-05 (from id) PierreMarion23/generalization-ode-resnets/utils.py b08031160ce9f707 unverified MIT (permissive)
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment 4 Oct 2022 feradauto/moralcot/models/main_models/02_cot_general.py 64c4513bfc83c45c unverified no licence file found · pointer only
Repository-Level Prompt Generation for Large Language Models of Code 26 Jun 2022 shrivastavadisha/repo_level_prompt_generation/rule_classifier_preprocessed_data.py 424eba856a96c926 ran · our draft was wrong MIT (permissive)
Scaling ResNets in the Large-depth Regime 14 Jun 2022 pierremarion23/scaling-resnets/utils.py b08031160ce9f707 unverified MIT (permissive)
Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis 16 Feb 2022 weinajin/multimodal_explanation/code/MRNet/submit_predictions.py fcd008a017ad8806 unverified MIT (permissive)
Predicting Basin Stability of Power Grids using Graph Neural Networks 18 Aug 2021 pik-icone/paper-companion_predicting-snbs-using-gnn/src/train_gnn_snbs.py d6072a654e697992 ran · our draft was wrong fingerprinted no licence file found · pointer only
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes 10 May 2020 SebKleiner/Hateful_Memes/predict.py fc4cf27b573fc027 unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections