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bootstrap_ci

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

bootstrap_ci appears in the code Syntology harvested for 21 papers, as 22 distinct code bodies found in 22 places (a place is one code body under one paper). At least one of them ran in 11 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 bootstrap_ci 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 11 of the 22 distinct code bodies named bootstrap_ci; 11 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
10ran
11unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 22 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

21 papers shown of 21, newest first; 22 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, and the graph's for 17 papers added by Syntology. 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
SpeakPay: Domain-Adaptive LoRA Fine-Tuning of Whisper for Low-Resource Nepali Financial Speech Recognition added by Syntology 2026-09 (from id) subedibiraj/speakpay/analysis/paired_stats.py 1f508fe30be24829 unverified licence not identified · pointer only
Harmful Content Is Not Enough: Continuation Framing Moderates In-Context Emergent Misalignment added by Syntology 2026-08 (from id) PeiYangLiu/icl-em-format-control/run_format_ladder.py 6a64b07ad6ec3174 ran no licence file found · pointer only
Token-Native Storage: Read and Write in your Agent's Language added by Syntology 2026-08 (from id) kshivendu/token-storage/tnbench.py 110289b21bbb0650 ran no licence file found · pointer only
AutoCause: A Python framework that automates expert decisions in environmental time-series causal discovery added by Syntology 2026-08 (from id) marcoruizrueda/autocause/experiments/make_figures.py d896e199cf6742f2 ran AGPL-3.0 (copyleft) · pointer only
MetaRoute-Bench: Evaluating Meta-Decision Policies for Agentic Workflows added by Syntology 2026-08 (from id) anote-ai/research-coageneration/src/coageneration/evaluate.py ab36e1f9e98f916e ran MIT (permissive)
From Geometric Recovery to Causal Validation: A Reproducible Audit of Sparse Autoencoder Features, from Superposition Geometry to Causal Inertness added by Syntology 2026-07 (from id) mohamed-bal/sae-causal-audit/src/sae_causal_audit/stats.py cd4f9aebcb38b4ea unverified MIT (permissive)
Input Pathways Shape Few-Shot, Not Zero-Shot, Binding in Tiny Transformers: A Fully-Enumerable Study added by Syntology 2026-07 (from id) otanl/microground/src/mg/stats.py 04ba6354ee69f1e7 ran MIT (permissive)
Tracking Representation Dynamics in Large Language Models with Persistent Homology added by Syntology 2026-06 (from id) malhotranaman/tracking-representation-dynamics-with-persistent-homology/src/phlatent/analysis/stats.py 51eac5b0969514f0 ran MIT (permissive)
The Attentional White Bear Effect in Transformer Language Models added by Syntology 2026-05 (from id) rramnauth2220/representational-suppression/exp3_leakage.py 4feb492ff1638591 ran Apache-2.0 (permissive)
Predicting Stock Price Direction on Earnings Announcement Days using Multi-modal Deep Learning added by Syntology 2026-05 (from id) Marc0-Pol0/dl-project/src/models/analysis.py 6d3e065903114032 ran no licence file found · pointer only
Benchmarking Retrieval Strategies for Biomedical Retrieval-Augmented Generation: A Controlled Empirical Study 1 added by Syntology 2026-05 (from id) deviprasadbal/RAGHealthcareRetrievalStrategies/src/evaluation/statistics.py 3680d2d091fad4d9 ran MIT (permissive)
Narrative over Numbers: The Identifiable Victim Effect and its Amplification Under Alignment and Reasoning in Large Language Models added by Syntology 2026-04 (from id) Starscream-11813/IVE-LLM/analysis/statistical_tests.py 87a3a02837b502be unverified MIT (permissive)
Emergent decentralized regulation in a purely synthetic society added by Syntology 2026-04 (from id) manikm-114/OpenClaw_V2/codes/event_aligned_bootstrap_ci.py 353ebc667dc54ac3 unverified no licence file found · pointer only
Darkness Visible: Reading the Exception Handler of a Language Model added by Syntology 2026-04 (from id) pbalogh/transparent-gpt2/code/bootstrap_crossover.py e89cb415771641de unverified no licence file found · pointer only
When Chain-of-Thought Backfires: Evaluating Prompt Sensitivity in Medical Language Models added by Syntology 2026-03 (from id) UNHSAILLab/MedMCQA-Robustness-Study/src/evaluation/significance.py 3d7619274b44eb70 unverified MIT (permissive)
EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models added by Syntology 2026-03 (from id) Wizaaard/EvidenceRL/paper_metrics.py f24bdeccaef4e732 unverified no licence file found · pointer only
EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models added by Syntology 2026-03 (from id) Wizaaard/EvidenceRL/paper_metrics_barexam.py 3ee03322d6a1ef5c unverified no licence file found · pointer only
Are Whitepaper Claims Reflected in Market Structure? A Contamination-Aware Pipeline and a Power-Limited Null added by Syntology 2026-01 (from id) studiofarzulla/whitepaper-claims/src/alignment/matched_dimension_analysis.py a23f3839108f6ef6 ran · our draft was wrong fingerprinted licence not identified · pointer only
When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas 25 May 2025 sbackmann/moralsim/src/moralsim/analysis/importance.py f7a82919e34e71e3 unverified MIT (permissive)
GRAIN: Exact Graph Reconstruction from Gradients 3 Mar 2025 insait-institute/grain/src/extract_neptune.py fda60abed9a9f350 unverified Apache-2.0 (permissive)
Leveraging Large Language Models for Automated Dialogue Analysis 12 Sep 2023 emorynlp/gpt-abceval/gpt_interface/metric_utils.py 5147c781ddd64cf8 ran no licence file found · pointer only
OMNI: Open-endedness via Models of human Notions of Interestingness 2 Jun 2023 jennyzzt/omni/generate_plots.py 54605b21a391ad5d 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