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generate_score

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

generate_score appears in the code Syntology harvested for 6 papers, as 6 distinct code bodies found in 6 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 1 of the code bodies carries 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 generate_score 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 2 of the 6 distinct code bodies named generate_score; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
0ran
4unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 6 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

6 papers shown of 6, newest first; 6 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
IPO: Your Language Model is Secretly a Preference Classifier 22 Feb 2025 shivank21/Implicit_Preference_Optimization/Preference_Comparison/RM_Bench/self_reward_gpt.py 25d1aecfb6d7b2f5 unverified Apache-2.0 (permissive)
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch 24 Oct 2024 yyding1/scalequest/src/data_generation/question_filtering/generate_difficulty_score.py 686a5f1d92047af3 unverified Apache-2.0 (permissive)
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts 14 Oct 2024 freedomintelligence/apollomoe/src/sft/train_gemma2_resume_val.py 59d609caa2ec71b8 ran · our draft was wrong no licence file found · pointer only
Synthetic data, real errors: how (not) to publish and use synthetic data 16 May 2023 bvanbreugel/deep_generative_ensemble/DGE_utils.py 39ebf38d74f7ab03 ran · honoured contract fingerprinted no licence file found · pointer only
TemporAI: Facilitating Machine Learning Innovation in Time Domain Tasks for Medicine 28 Jan 2023 vanderschaarlab/temporai/src/tempor/benchmarks/utils.py bac19d1fcc07293e unverified Apache-2.0 (permissive)
arXiv:ijcai2025_1059 kracr/moral-decision-dataset/code/evaluator/mae.py ff9fe39a4bb881d7 unverified Apache-2.0 (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