diff --git a/configs/002_topolm_test/editable.txt b/configs/002_topolm_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/002_topolm_test/env.yml b/configs/002_topolm_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..356e24370f2c0c2f784bced1cb93cbbaa3c6efc5
--- /dev/null
+++ b/configs/002_topolm_test/env.yml
@@ -0,0 +1,99 @@
+name: 002_topolm_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - blas=2.136
+  - blas-devel=3.9.0
+  - brotli-python=1.1.0
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - certifi=2024.2.2
+  - charset-normalizer=3.3.2
+  - colorama=0.4.6
+  - cycler=0.12.1
+  - freetype=2.14.1
+  - idna=3.10
+  - joblib=1.4.2
+  - kiwisolver=1.4.4
+  - lcms2=2.17
+  - ld_impl_linux-64=2.44
+  - lerc=4.0.0
+  - libblas=3.9.0
+  - libcblas=3.9.0
+  - libdeflate=1.24
+  - libffi=3.4.6
+  - libfreetype=2.14.1
+  - libfreetype6=2.14.1
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgfortran=15.1.0
+  - libgfortran-ng=15.1.0
+  - libgfortran5=15.1.0
+  - libgomp=15.1.0
+  - libjpeg-turbo=3.1.0
+  - liblapack=3.9.0
+  - liblapacke=3.9.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libopenblas=0.3.30
+  - libpng=1.6.50
+  - libsqlite=3.50.4
+  - libstdcxx=15.1.0
+  - libstdcxx-ng=15.1.0
+  - libtiff=4.7.1
+  - libuuid=2.41.2
+  - libwebp-base=1.6.0
+  - libxcb=1.17.0
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - matplotlib-base=3.4.3
+  - ncurses=6.5
+  - networkx=2.8.8
+  - numpy=1.24.4
+  - openblas=0.3.30
+  - openjpeg=2.5.4
+  - openssl=3.5.4
+  - packaging=25.0
+  - pandas=2.0.3
+  - patsy=0.5.6
+  - pillow=10.4.0
+  - pip=22.1.2
+  - plotly=5.24.1
+  - pthread-stubs=0.4
+  - pyparsing=3.1.4
+  - pysocks=1.7.1
+  - python=3.8.20
+  - python-dateutil=2.8.2
+  - python-tzdata=2025.2
+  - python_abi=3.8
+  - pytz=2024.2
+  - readline=8.2
+  - requests=2.32.3
+  - scikit-learn=1.3.2
+  - scipy=1.9.3
+  - seaborn=0.13.2
+  - seaborn-base=0.13.2
+  - setuptools=70.3.0
+  - statsmodels=0.13.5
+  - tenacity=8.5.0
+  - threadpoolctl=3.3.0
+  - tk=8.6.13
+  - tornado=6.2
+  - tqdm=4.67.1
+  - urllib3=2.2.1
+  - wheel=0.45.1
+  - xorg-libxau=1.0.12
+  - xorg-libxdmcp=1.1.5
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - zstd=1.5.7
+  - pip:
+    - six==1.17.0
+    - torch==2.4.1+cpu
+    - typing-extensions==4.13.2
+prefix: /home/lily/yz979/anaconda3/envs/002_topolm_test
diff --git a/configs/002_topolm_test/explicit.txt b/configs/002_topolm_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b3c660a068b88b956abacead2624b4ba1bc988d
--- /dev/null
+++ b/configs/002_topolm_test/explicit.txt
@@ -0,0 +1,94 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-ha97dd6f_2.conda#14bae321b8127b63cba276bd53fac237
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_5.conda#dcd5ff1940cd38f6df777cac86819d60
+https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.8-6_cp38.conda#630d86b05404bb70a07dd078c99e671a
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_5.conda#264fbfba7fb20acf3b29cde153e345ce
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda#51a19bba1b8ebfb60df25cde030b7ebc
+https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.24-h86f0d12_0.conda#64f0c503da58ec25ebd359e4d990afa8
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_5.conda#069afdf8ea72504e48d23ae1171d951c
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.1.0-hcea5267_5.conda#fbd4008644add05032b6764807ee2cba
+https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-3.1.0-hb9d3cd8_0.conda#9fa334557db9f63da6c9285fd2a48638
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.1.0-h8f9b012_5.conda#4e02a49aaa9d5190cb630fa43528fbe6
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda#80c07c68d2f6870250959dcc95b209d1
+https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.6.0-hd42ef1d_0.conda#aea31d2e5b1091feca96fcfe945c3cf9
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.4-h26f9b46_0.conda#14edad12b59ccbfa3910d42c72adc2a0
+https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda#b3c17d95b5a10c6e64a21fa17573e70e
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda#f6ebe2cb3f82ba6c057dde5d9debe4f7
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb9d3cd8_0.conda#8035c64cb77ed555e3f150b7b3972480
+https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h0aef613_1.conda#9344155d33912347b37f0ae6c410a835
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+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.50-h421ea60_1.conda#7af8e91b0deb5f8e25d1a595dea79614
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.1.0-h4852527_5.conda#8bba50c7f4679f08c861b597ad2bda6b
+https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.17.0-h8a09558_0.conda#92ed62436b625154323d40d5f2f11dd7
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+https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda#6432cb5d4ac0046c3ac0a8a0f95842f9
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+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
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+https://conda.anaconda.org/conda-forge/linux-64/libfreetype-2.14.1-ha770c72_0.conda#f4084e4e6577797150f9b04a4560ceb0
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+https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.4-h55fea9a_0.conda#11b3379b191f63139e29c0d19dee24cd
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+https://repo.anaconda.com/pkgs/main/linux-64/statsmodels-0.13.5-py38h7deecbd_1.conda#beb4872f21ed4f34d70e188a97777f0f
+https://conda.anaconda.org/conda-forge/noarch/seaborn-0.13.2-hd8ed1ab_2.conda#a79d8797f62715255308d92d3a91ef2e
diff --git a/configs/002_topolm_test/meta.json b/configs/002_topolm_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2de3a794a32db43bf109f52ab4c54d7bb4c7830
--- /dev/null
+++ b/configs/002_topolm_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "002_topolm_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/002_topolm_test",
+  "exported_at": "2026-05-17T04:03:11Z"
+}
diff --git a/configs/002_topolm_test/pip-clean.txt b/configs/002_topolm_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30c2e60d97c6f5b7b0f9573e52a3ecdf932b0074
--- /dev/null
+++ b/configs/002_topolm_test/pip-clean.txt
@@ -0,0 +1,444 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
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diff --git a/configs/002_topolm_test/pip-freeze.txt b/configs/002_topolm_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f8b81e4fb1b9af5d6072ea97d8e31a05609957f
--- /dev/null
+++ b/configs/002_topolm_test/pip-freeze.txt
@@ -0,0 +1,456 @@
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+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy @ file:///home/conda/feedstock_root/build_artifacts/numpy_1687808301083/work
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pillow @ file:///home/conda/feedstock_root/build_artifacts/pillow_1719903565503/work
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pyparsing @ file:///home/conda/feedstock_root/build_artifacts/pyparsing_1724616129934/work
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scikit-learn @ file:///home/conda/feedstock_root/build_artifacts/scikit-learn_1701931997682/work
+scipy==1.9.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3 @ file:///home/conda/feedstock_root/build_artifacts/urllib3_1708239446578/work
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/023_test/env.yml b/configs/023_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..25da1a030f626127c9741f5991bbf5f9361bdebe
--- /dev/null
+++ b/configs/023_test/env.yml
@@ -0,0 +1,48 @@
+name: 023_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.41.2
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.3
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - filelock==3.13.1
+    - fsspec==2024.6.1
+    - jinja2==3.1.4
+    - markupsafe==2.1.5
+    - mpmath==1.3.0
+    - networkx==3.0
+    - numpy==1.24.4
+    - packaging==25.0
+    - scikit-learn==1.3.2
+    - scipy==1.10.1
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.4.1+cpu
+    - typing-extensions==4.12.2
+prefix: /home/lily/yz979/anaconda3/envs/023_test
diff --git a/configs/057_test/editable.txt b/configs/057_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/057_test/env.yml b/configs/057_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..4f3ee7815dfb1e2f0887302a89e1adf652e50c1b
--- /dev/null
+++ b/configs/057_test/env.yml
@@ -0,0 +1,73 @@
+name: 057_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.41.2
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.3
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - certifi==2026.4.22
+    - cycler==0.12.1
+    - filelock==3.16.1
+    - fsspec==2025.3.0
+    - idna==3.10
+    - importlib-resources==6.4.5
+    - inflect==7.4.0
+    - jinja2==3.1.6
+    - kiwisolver==1.4.7
+    - markupsafe==2.1.5
+    - matplotlib==3.7.5
+    - more-itertools==10.5.0
+    - mpmath==1.3.0
+    - networkx==3.1
+    - numpy==1.24.4
+    - nvidia-cublas-cu12==12.9.2.10
+    - nvidia-cuda-cupti-cu12==12.9.79
+    - nvidia-cuda-nvrtc-cu12==12.9.86
+    - nvidia-cuda-runtime-cu12==12.9.79
+    - nvidia-cudnn-cu12==9.1.0.70
+    - nvidia-cufft-cu12==11.4.1.4
+    - nvidia-curand-cu12==10.3.10.19
+    - nvidia-cusparse-cu12==12.5.10.65
+    - nvidia-nccl-cu12==2.20.5
+    - nvidia-nvjitlink-cu12==12.9.86
+    - nvidia-nvtx-cu12==12.9.79
+    - packaging==25.0
+    - pillow==10.4.0
+    - pyparsing==3.1.4
+    - pyyaml==6.0.3
+    - requests==2.32.4
+    - scikit-learn==1.3.2
+    - scipy==1.10.1
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.4.1
+    - triton==3.0.0
+    - typing-extensions==4.13.2
+    - urllib3==2.2.3
+prefix: /home/lily/yz979/anaconda3/envs/057_test
diff --git a/configs/057_test/explicit.txt b/configs/057_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0903a6ac3107e1edc379dce49bc293a499bf34cf
--- /dev/null
+++ b/configs/057_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-ha97dd6f_2.conda#14bae321b8127b63cba276bd53fac237
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_5.conda#dcd5ff1940cd38f6df777cac86819d60
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_5.conda#264fbfba7fb20acf3b29cde153e345ce
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda#51a19bba1b8ebfb60df25cde030b7ebc
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_5.conda#069afdf8ea72504e48d23ae1171d951c
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda#80c07c68d2f6870250959dcc95b209d1
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.3-h26f9b46_1.conda#4fc6c4c88da64c0219c0c6c0408cedd4
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/057_test/meta.json b/configs/057_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..de32a1f0577f4e3215d4016ea60a8fc78387af7e
--- /dev/null
+++ b/configs/057_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "057_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/057_test",
+  "exported_at": "2026-05-17T04:04:06Z"
+}
diff --git a/configs/057_test/pip-clean.txt b/configs/057_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..12b261192056b738a018dfe8386a2ace318325a1
--- /dev/null
+++ b/configs/057_test/pip-clean.txt
@@ -0,0 +1,472 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+certifi==2026.4.22
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cycler==0.12.1
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
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+emoji==2.11.1
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+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
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+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
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+fbpca==1.0
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+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
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+neuroHarmonize==2.4.5
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+numba==0.58.1
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+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-cublas-cu12==12.9.2.10
+nvidia-cuda-cupti-cu12==12.9.79
+nvidia-cuda-nvrtc-cu12==12.9.86
+nvidia-cuda-runtime-cu12==12.9.79
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.4.1.4
+nvidia-curand-cu12==10.3.10.19
+nvidia-cusparse-cu12==12.5.10.65
+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.9.86
+nvidia-nvtx-cu12==12.9.79
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
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+pdf2image==1.17.0
+pfzy==0.3.4
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+pikepdf==8.4.1
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+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
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+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
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+pulsar-client==3.5.0
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+pyarrow-hotfix==0.6
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+pydeck==0.9.0b1
+pyDOE2==1.3.0
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+pyfaidx==0.9.0.1
+Pygments==2.19.2
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+pymodbus==3.6.9
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+PyMuPDFb==1.23.9
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+pypandoc==1.13
+pyparsing==3.1.4
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+pypdfium2==4.29.0
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+pyro-ppl==1.9.1
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+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
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+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
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+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
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+regex==2022.4.24
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+rouge-score==0.1.2
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+scikit-learn==1.3.2
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+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
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+sphinxcontrib-devhelp==1.0.2
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+stdlib-list==0.10.0
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+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
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+text-unidecode==1.3
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+tiktoken==0.7.0
+timm==0.9.16
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+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+triton==3.0.0
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3==2.2.3
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/057_test/pip-freeze.txt b/configs/057_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..12b261192056b738a018dfe8386a2ace318325a1
--- /dev/null
+++ b/configs/057_test/pip-freeze.txt
@@ -0,0 +1,472 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+certifi==2026.4.22
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cycler==0.12.1
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
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+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
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+geosketch==1.3
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+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
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+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
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+jmespath==0.10.0
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+jsonnet==0.17.0
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+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
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+nvidia-cuda-runtime-cu12==12.9.79
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.4.1.4
+nvidia-curand-cu12==10.3.10.19
+nvidia-cusparse-cu12==12.5.10.65
+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.9.86
+nvidia-nvtx-cu12==12.9.79
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pillow==10.4.0
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pyparsing==3.1.4
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scikit-learn==1.3.2
+scipy==1.10.1
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+triton==3.0.0
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3==2.2.3
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/073_test/editable.txt b/configs/073_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/073_test/env.yml b/configs/073_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..2fe9810e236e95cff23db87fb6813c8f67de9ed0
--- /dev/null
+++ b/configs/073_test/env.yml
@@ -0,0 +1,65 @@
+name: 073_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.41.2
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.3
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - certifi==2026.2.25
+    - filelock==3.16.1
+    - fsspec==2025.3.0
+    - idna==3.10
+    - jinja2==3.1.6
+    - markupsafe==2.1.5
+    - mpmath==1.3.0
+    - networkx==3.1
+    - numpy==1.24.4
+    - nvidia-cublas-cu12==12.1.3.1
+    - nvidia-cuda-cupti-cu12==12.1.105
+    - nvidia-cuda-nvrtc-cu12==12.1.105
+    - nvidia-cuda-runtime-cu12==12.1.105
+    - nvidia-cudnn-cu12==9.1.0.70
+    - nvidia-cufft-cu12==11.0.2.54
+    - nvidia-curand-cu12==10.3.2.106
+    - nvidia-cusolver-cu12==11.4.5.107
+    - nvidia-cusparse-cu12==12.1.0.106
+    - nvidia-nccl-cu12==2.20.5
+    - nvidia-nvjitlink-cu12==12.9.86
+    - nvidia-nvtx-cu12==12.1.105
+    - packaging==25.0
+    - pillow==10.4.0
+    - pyyaml==6.0.3
+    - requests==2.32.4
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.4.1
+    - torchvision==0.19.1
+    - triton==3.0.0
+    - urllib3==2.2.3
+prefix: /home/lily/yz979/anaconda3/envs/073_test
diff --git a/configs/073_test/explicit.txt b/configs/073_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0903a6ac3107e1edc379dce49bc293a499bf34cf
--- /dev/null
+++ b/configs/073_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-ha97dd6f_2.conda#14bae321b8127b63cba276bd53fac237
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_5.conda#dcd5ff1940cd38f6df777cac86819d60
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_5.conda#264fbfba7fb20acf3b29cde153e345ce
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda#51a19bba1b8ebfb60df25cde030b7ebc
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_5.conda#069afdf8ea72504e48d23ae1171d951c
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda#80c07c68d2f6870250959dcc95b209d1
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.3-h26f9b46_1.conda#4fc6c4c88da64c0219c0c6c0408cedd4
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/073_test/meta.json b/configs/073_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..a79f896c04492df18afe23a02bd1e757624b8612
--- /dev/null
+++ b/configs/073_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "073_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/073_test",
+  "exported_at": "2026-05-17T04:04:24Z"
+}
diff --git a/configs/073_test/pip-clean.txt b/configs/073_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15f0c6807b7441dc1527d8bfe233505b120989ad
--- /dev/null
+++ b/configs/073_test/pip-clean.txt
@@ -0,0 +1,466 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+certifi==2026.2.25
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+idna==3.10
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
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+numpydoc==1.1.0
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.9.86
+nvidia-nvtx-cu12==12.1.105
+nvitop==1.3.2
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+opentelemetry-proto==1.24.0
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+parsimonious==0.8.1
+pathlib==1.0.1
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+pyfaidx==0.9.0.1
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+pymodbus==3.6.9
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+pystan==2.19.1.1
+pytesseract==0.3.10
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+python-decouple==3.8
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+python-iso639==2024.4.27
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+python-multipart==0.0.18
+python-pptx==0.6.23
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+pytorch-pretrained-bert==0.6.2
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+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
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+rapidocr-onnxruntime==1.3.8
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+rdkit==2024.3.5
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+seaborn==0.13.2
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+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
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+sphinxcontrib-devhelp==1.0.2
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+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
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+toml==0.10.2
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+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
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+typing-inspect==0.9.0
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+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3==2.2.3
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/073_test/pip-freeze.txt b/configs/073_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15f0c6807b7441dc1527d8bfe233505b120989ad
--- /dev/null
+++ b/configs/073_test/pip-freeze.txt
@@ -0,0 +1,466 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+certifi==2026.2.25
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
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+dm-tree==0.1.8
+dnspython==2.6.1
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+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
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+fastapi-sso==0.16.0
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+fbpca==1.0
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+ffmpy==0.3.2
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+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
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+gdown==5.2.0
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+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
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+gpytorch==1.10
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+huggingface_hub==0.36.1
+humanfriendly==10.0
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+icetk==0.0.4
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+jmespath==0.10.0
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+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
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+kubernetes==29.0.0
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+nvidia-cuda-runtime-cu12==12.1.105
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+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.9.86
+nvidia-nvtx-cu12==12.1.105
+nvitop==1.3.2
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+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+torchvision==0.19.1
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+triton==3.0.0
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3==2.2.3
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_44900_4_test/editable.txt b/configs/s41467_024_44900_4_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_024_44900_4_test/env.yml b/configs/s41467_024_44900_4_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..434a12aa61d09b1f6c6433b93155f8c7a5cffd5c
--- /dev/null
+++ b/configs/s41467_024_44900_4_test/env.yml
@@ -0,0 +1,62 @@
+name: s41467_024_44900_4_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - joblib=1.4.2
+  - ld_impl_linux-64=2.44
+  - libblas=3.9.0
+  - libcblas=3.9.0
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgfortran=15.1.0
+  - libgfortran-ng=15.1.0
+  - libgfortran5=15.1.0
+  - libgomp=15.1.0
+  - liblapack=3.9.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libopenblas=0.3.25
+  - libsqlite=3.50.4
+  - libstdcxx=15.1.0
+  - libstdcxx-ng=15.1.0
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - networkx=2.8.8
+  - openssl=3.5.4
+  - pip=22.1.2
+  - python=3.8.20
+  - python_abi=3.8
+  - readline=8.2
+  - scikit-learn=1.3.2
+  - setuptools=70.3.0
+  - threadpoolctl=3.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - bctpy==0.6.1
+    - contourpy==1.1.1
+    - coverage==7.6.1
+    - dill==0.4.0
+    - matplotlib==3.7.5
+    - numpy==1.22.4
+    - packaging==25.0
+    - pandas==2.0.3
+    - pytest-cov==5.0.0
+    - reservoirpy==0.3.14
+    - scipy==1.7.3
+    - seaborn==0.13.2
+    - six==1.17.0
+    - unittest-xml-reporting==3.2.0
+prefix: /home/lily/yz979/anaconda3/envs/s41467_024_44900_4_test
diff --git a/configs/s41467_024_44900_4_test/explicit.txt b/configs/s41467_024_44900_4_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8f10c66220e80364fd3248642011ac664d3e719
--- /dev/null
+++ b/configs/s41467_024_44900_4_test/explicit.txt
@@ -0,0 +1,47 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.8-6_cp38.conda#630d86b05404bb70a07dd078c99e671a
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-15.1.0-hcea5267_5.conda#fbd4008644add05032b6764807ee2cba
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.1.0-h8f9b012_4.conda#3c376af8888c386b9d3d1c2701e2f3ab
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.4-h26f9b46_0.conda#14edad12b59ccbfa3910d42c72adc2a0
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-15.1.0-h69a702a_5.conda#0c91408b3dec0b97e8a3c694845bd63b
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-15.1.0-h4852527_4.conda#2d34729cbc1da0ec988e57b13b712067
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-15.1.0-h69a702a_5.conda#41a5893c957ffed7f82b4005bc24866c
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.25-pthreads_h413a1c8_0.conda#d172b34a443b95f86089e8229ddc9a17
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-20_linux64_openblas.conda#2b7bb4f7562c8cf334fc2e20c2d28abc
+https://conda.anaconda.org/conda-forge/noarch/networkx-2.8.8-pyhd8ed1ab_0.tar.bz2#bb45ff9deddb045331fd039949f39650
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/threadpoolctl-3.3.0-pyhc1e730c_0.conda#698d2d2b621640bddb9191f132967c9f
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/joblib-1.4.2-pyhd8ed1ab_0.conda#25df261d4523d9f9783bcdb7208d872f
+https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-20_linux64_openblas.conda#36d486d72ab64ffea932329a1d3729a3
+https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-20_linux64_openblas.conda#6fabc51f5e647d09cc010c40061557e0
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
+https://conda.anaconda.org/conda-forge/linux-64/numpy-1.24.4-py38h59b608b_0.conda#8c3e050afeeb2b32575bdb8955cc67b2
+https://conda.anaconda.org/conda-forge/linux-64/scipy-1.8.0-py38h56a6a73_1.tar.bz2#86073932d9e675c5929376f6f8b79b97
+https://conda.anaconda.org/conda-forge/linux-64/scikit-learn-1.3.2-py38ha25d942_2.conda#1f09a56de42f4661aa45922f88f8beb8
diff --git a/configs/s41467_024_44900_4_test/meta.json b/configs/s41467_024_44900_4_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba53e333dcb831f6bcc3e1571dfcfd50126b5b93
--- /dev/null
+++ b/configs/s41467_024_44900_4_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_024_44900_4_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_024_44900_4_test",
+  "exported_at": "2026-05-17T04:04:33Z"
+}
diff --git a/configs/s41467_024_44900_4_test/pip-clean.txt b/configs/s41467_024_44900_4_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1f1efca68817c499e7ee946a5c29393a0fa9b79
--- /dev/null
+++ b/configs/s41467_024_44900_4_test/pip-clean.txt
@@ -0,0 +1,448 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+bctpy==0.6.1
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+contourpy==1.1.1
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
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diff --git a/configs/s41467_024_44900_4_test/pip-freeze.txt b/configs/s41467_024_44900_4_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c490e505494d4e862b473ffb926d21cc115182d
--- /dev/null
+++ b/configs/s41467_024_44900_4_test/pip-freeze.txt
@@ -0,0 +1,450 @@
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+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_46107_z_test/editable.txt b/configs/s41467_024_46107_z_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_024_46107_z_test/env.yml b/configs/s41467_024_46107_z_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..ee5f191c11d02d4c469865fbaff08baa7b9e9faa
--- /dev/null
+++ b/configs/s41467_024_46107_z_test/env.yml
@@ -0,0 +1,46 @@
+name: s41467_024_46107_z_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - biopython==1.83
+    - coverage==7.6.1
+    - diff-match-patch==20241021
+    - numpy==1.24.4
+    - packaging==25.0
+    - pandas==2.0.3
+    - pytest-cov==5.0.0
+    - python-dateutil==2.9.0.post0
+    - pytz==2025.2
+    - scipy==1.10.1
+    - six==1.17.0
+    - unittest-xml-reporting==3.2.0
+prefix: /home/lily/yz979/anaconda3/envs/s41467_024_46107_z_test
diff --git a/configs/s41467_024_46107_z_test/explicit.txt b/configs/s41467_024_46107_z_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_024_46107_z_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_024_46107_z_test/meta.json b/configs/s41467_024_46107_z_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b27fa1d6bcb4baa500cdda38d511948f80b30616
--- /dev/null
+++ b/configs/s41467_024_46107_z_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_024_46107_z_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_024_46107_z_test",
+  "exported_at": "2026-05-17T04:04:50Z"
+}
diff --git a/configs/s41467_024_46107_z_test/pip-clean.txt b/configs/s41467_024_46107_z_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc57eb412e3df6d34e188c10e6f16edb653dead1
--- /dev/null
+++ b/configs/s41467_024_46107_z_test/pip-clean.txt
@@ -0,0 +1,445 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+diff-match-patch==20241021
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
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+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
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+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
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+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
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+numba==0.58.1
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+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
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+opentelemetry-proto==1.24.0
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+overrides==7.7.0
+packaging==26.2
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+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
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+plotly==6.3.0
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+ply==3.11
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+primer3-py==2.2.0
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+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
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+pypdfium2==4.29.0
+PyPika==0.48.9
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+PyQt5_sip==12.15.0
+pyro-api==0.1.2
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+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scipy==1.10.1
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_46107_z_test/pip-freeze.txt b/configs/s41467_024_46107_z_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc57eb412e3df6d34e188c10e6f16edb653dead1
--- /dev/null
+++ b/configs/s41467_024_46107_z_test/pip-freeze.txt
@@ -0,0 +1,445 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+diff-match-patch==20241021
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scipy==1.10.1
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_46506_2_test/editable.txt b/configs/s41467_024_46506_2_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_024_46506_2_test/env.yml b/configs/s41467_024_46506_2_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..fe26ec74a000981a93992474b33cdc78bde2665c
--- /dev/null
+++ b/configs/s41467_024_46506_2_test/env.yml
@@ -0,0 +1,39 @@
+name: s41467_024_46506_2_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - numpy==1.24.4
+    - packaging==25.0
+    - pytest==8.3.5
+    - scipy==1.10.1
+    - six==1.17.0
+prefix: /home/lily/yz979/anaconda3/envs/s41467_024_46506_2_test
diff --git a/configs/s41467_024_46506_2_test/explicit.txt b/configs/s41467_024_46506_2_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_024_46506_2_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_024_46506_2_test/meta.json b/configs/s41467_024_46506_2_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4969029345035c5d3e9535e46eada0acabed2e5
--- /dev/null
+++ b/configs/s41467_024_46506_2_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_024_46506_2_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_024_46506_2_test",
+  "exported_at": "2026-05-17T04:04:54Z"
+}
diff --git a/configs/s41467_024_46506_2_test/pip-clean.txt b/configs/s41467_024_46506_2_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09064260556b148a466dce3f5bb3cc5eec4fbd9b
--- /dev/null
+++ b/configs/s41467_024_46506_2_test/pip-clean.txt
@@ -0,0 +1,445 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest==8.3.5
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scipy==1.10.1
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
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+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
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+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_46506_2_test/pip-freeze.txt b/configs/s41467_024_46506_2_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09064260556b148a466dce3f5bb3cc5eec4fbd9b
--- /dev/null
+++ b/configs/s41467_024_46506_2_test/pip-freeze.txt
@@ -0,0 +1,445 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
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+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest==8.3.5
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scipy==1.10.1
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_47120_y_test/editable.txt b/configs/s41467_024_47120_y_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_024_47120_y_test/env.yml b/configs/s41467_024_47120_y_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..4c8fdb9cebc933e67b682dcbd9f0f49daea067bf
--- /dev/null
+++ b/configs/s41467_024_47120_y_test/env.yml
@@ -0,0 +1,46 @@
+name: s41467_024_47120_y_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.10.5
+  - ld_impl_linux-64=2.44
+  - libffi=3.5.2
+  - libgcc=15.2.0
+  - libgcc-ng=15.2.0
+  - libgomp=15.2.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libstdcxx=15.2.0
+  - libuuid=2.41.2
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.4
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - zstd=1.5.7
+  - pip:
+    - filelock==3.13.1
+    - fsspec==2024.6.1
+    - jinja2==3.1.6
+    - markupsafe==2.1.5
+    - mpmath==1.3.0
+    - networkx==3.0
+    - numpy==1.24.4
+    - sympy==1.13.3
+    - torch==2.4.1+cpu
+    - typing-extensions==4.12.2
+prefix: /home/lily/yz979/anaconda3/envs/s41467_024_47120_y_test
diff --git a/configs/s41467_024_47120_y_test/explicit.txt b/configs/s41467_024_47120_y_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf5b758a95cc0ac66f171dc0555a6d6fffd5a987
--- /dev/null
+++ b/configs/s41467_024_47120_y_test/explicit.txt
@@ -0,0 +1,33 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.10.5-hbd8a1cb_0.conda#f9e5fbc24009179e8b0409624691758a
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-h767d61c_7.conda#f7b4d76975aac7e5d9e6ad13845f92fe
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-h767d61c_7.conda#c0374badb3a5d4b1372db28d19462c53
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda#51a19bba1b8ebfb60df25cde030b7ebc
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda#35f29eec58405aaf55e01cb470d8c26a
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_7.conda#280ea6eee9e2ddefde25ff799c4f0363
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h8f9b012_7.conda#5b767048b1b3ee9a954b06f4084f93dc
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda#80c07c68d2f6870250959dcc95b209d1
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.4-h26f9b46_0.conda#14edad12b59ccbfa3910d42c72adc2a0
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda#6432cb5d4ac0046c3ac0a8a0f95842f9
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1aa0949_3.conda#72cc69c30de0b6d39c7f97f501fdbb1c
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_024_47120_y_test/meta.json b/configs/s41467_024_47120_y_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..3875111e9171bac5bc124262512ff84d6762c427
--- /dev/null
+++ b/configs/s41467_024_47120_y_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_024_47120_y_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_024_47120_y_test",
+  "exported_at": "2026-05-17T04:05:05Z"
+}
diff --git a/configs/s41467_024_47120_y_test/pip-clean.txt b/configs/s41467_024_47120_y_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d88b18734066975efff4d0662f5e151fe16cbe6
--- /dev/null
+++ b/configs/s41467_024_47120_y_test/pip-clean.txt
@@ -0,0 +1,448 @@
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diff --git a/configs/s41467_024_47120_y_test/pip-freeze.txt b/configs/s41467_024_47120_y_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d88b18734066975efff4d0662f5e151fe16cbe6
--- /dev/null
+++ b/configs/s41467_024_47120_y_test/pip-freeze.txt
@@ -0,0 +1,448 @@
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+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mpmath==1.3.0
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.0
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
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+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
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+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
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+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
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+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
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+sse-starlette==1.8.2
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+stdlib-list==0.10.0
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+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
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+svgwrite==1.4.3
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
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+text-unidecode==1.3
+texttable==1.7.0
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+tiktoken==0.7.0
+timm==0.9.16
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+tokenizers==0.20.3
+toml==0.10.2
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+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
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+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
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+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
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+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_50903_y_test/editable.txt b/configs/s41467_024_50903_y_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_024_50903_y_test/explicit.txt b/configs/s41467_024_50903_y_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_024_50903_y_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_024_50903_y_test/meta.json b/configs/s41467_024_50903_y_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5ebf8a749e563bdbfcc0ba7ad3963245869faca
--- /dev/null
+++ b/configs/s41467_024_50903_y_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_024_50903_y_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_024_50903_y_test",
+  "exported_at": "2026-05-17T04:05:33Z"
+}
diff --git a/configs/s41467_024_50903_y_test/pip-clean.txt b/configs/s41467_024_50903_y_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ab878f657fec232ddfd4638d867b74b36a8b745
--- /dev/null
+++ b/configs/s41467_024_50903_y_test/pip-clean.txt
@@ -0,0 +1,462 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+certifi==2026.2.25
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+idna==3.11
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
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+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
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+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
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+nvidia-nvtx-cu12==12.1.105
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+pypdfium2==4.29.0
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+pysqlite3-binary==0.5.2.post3
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+pytesseract==0.3.10
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+pytorch-pretrained-bert==0.6.2
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+pyvista==0.44.2
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+PyYAML==6.0.3
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+rdkit==2024.3.5
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+regex==2022.4.24
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+seaborn==0.13.2
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+sentence-transformers==2.2.2
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+sentry-sdk==2.39.0
+session_info==1.0.1
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+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
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+tifffile==2023.7.10
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+timm==0.9.16
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+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
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+transformers==4.46.3
+transformers-stream-generator==0.0.5
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+typeguard==4.4.0
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+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3==2.2.3
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_50903_y_test/pip-freeze.txt b/configs/s41467_024_50903_y_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ab878f657fec232ddfd4638d867b74b36a8b745
--- /dev/null
+++ b/configs/s41467_024_50903_y_test/pip-freeze.txt
@@ -0,0 +1,462 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
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+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+certifi==2026.2.25
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
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+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
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+dnspython==2.6.1
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+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
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+fbpca==1.0
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+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
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+fschat==0.2.35
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+geosketch==1.3
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+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
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+humanfriendly==10.0
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+icetk==0.0.4
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+jmespath==0.10.0
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+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
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+kubernetes==29.0.0
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+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
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+llama-index==0.9.35
+llvmlite==0.41.1
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+madoka==0.7.1
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+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.9.86
+nvidia-nvtx-cu12==12.1.105
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
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+opentelemetry-sdk==1.24.0
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+pytorch-pretrained-bert==0.6.2
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+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+triton==3.0.0
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3==2.2.3
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_51563_8_test/editable.txt b/configs/s41467_024_51563_8_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_024_51563_8_test/env.yml b/configs/s41467_024_51563_8_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..7af09e29755c2e32733e5afc84a0c22658c1f16b
--- /dev/null
+++ b/configs/s41467_024_51563_8_test/env.yml
@@ -0,0 +1,67 @@
+name: s41467_024_51563_8_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - attrs==25.3.0
+    - charset-normalizer==3.4.3
+    - contourpy==1.1.1
+    - cycler==0.12.1
+    - decorator==5.2.1
+    - fair-esm==2.0.0
+    - filelock==3.16.1
+    - fonttools==4.57.0
+    - fsspec==2025.3.0
+    - idna==3.10
+    - importlib-resources==6.4.5
+    - jinja2==3.1.6
+    - kiwisolver==1.4.7
+    - linear-tree==0.3.5
+    - markupsafe==2.1.5
+    - matplotlib==3.7.5
+    - mpmath==1.3.0
+    - networkx==3.1
+    - numpy==1.24.4
+    - packaging==25.0
+    - pillow==10.4.0
+    - pyparsing==3.1.4
+    - python-dateutil==2.9.0.post0
+    - rdkit-pypi==2022.9.5
+    - requests==2.32.4
+    - setuptools==75.3.4
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.1.0+cpu
+    - torch-cluster==1.6.3
+    - torch-scatter==2.1.2+pt21cpu
+    - torch-sparse==0.6.18+pt21cpu
+    - torchdrug==0.2.1
+    - urllib3==2.2.3
+prefix: /home/lily/yz979/anaconda3/envs/s41467_024_51563_8_test
diff --git a/configs/s41467_024_51563_8_test/explicit.txt b/configs/s41467_024_51563_8_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c440372c12fdb1bdbffb3fa44f81fd0568a1fb2
--- /dev/null
+++ b/configs/s41467_024_51563_8_test/explicit.txt
@@ -0,0 +1,30 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_024_51563_8_test/meta.json b/configs/s41467_024_51563_8_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e634f9d0be2a666927eff026057fe687fa91411a
--- /dev/null
+++ b/configs/s41467_024_51563_8_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_024_51563_8_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_024_51563_8_test",
+  "exported_at": "2026-05-17T04:05:42Z"
+}
diff --git a/configs/s41467_024_51563_8_test/pip-clean.txt b/configs/s41467_024_51563_8_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..118799eac52484e448699692c9b2523f8b720d2b
--- /dev/null
+++ b/configs/s41467_024_51563_8_test/pip-clean.txt
@@ -0,0 +1,465 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+contourpy==1.1.1
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cycler==0.12.1
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+decorator==5.2.1
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fair-esm==2.0.0
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+fonttools==4.57.0
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+idna==3.10
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kiwisolver==1.4.7
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+linear-tree==0.3.5
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+matplotlib==3.7.5
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mpmath==1.3.0
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.1
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pillow==10.4.0
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
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+torch_cluster==1.6.3
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+tzdata==2024.1
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+wandb==0.22.0
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+wavedrom==2.0.3.post3
+weasel==0.3.4
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+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
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+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_024_51563_8_test/pip-freeze.txt b/configs/s41467_024_51563_8_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..118799eac52484e448699692c9b2523f8b720d2b
--- /dev/null
+++ b/configs/s41467_024_51563_8_test/pip-freeze.txt
@@ -0,0 +1,465 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
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+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
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+azure-storage-blob==12.26.0
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+backoff==2.2.1
+backports.zoneinfo==0.2.1
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+better-abc==0.0.3
+biopython==1.83
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+chaospy==3.3.9
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+click==8.1.7
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+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
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+opentelemetry-semantic-conventions==0.45b0
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
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+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+urllib3==2.2.3
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_57031_1_test/editable.txt b/configs/s41467_025_57031_1_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_57031_1_test/explicit.txt b/configs/s41467_025_57031_1_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_57031_1_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_57031_1_test/meta.json b/configs/s41467_025_57031_1_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..d02aa3bcb96ddb4332b2c941ba3eb4f8da3a195e
--- /dev/null
+++ b/configs/s41467_025_57031_1_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_57031_1_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_57031_1_test",
+  "exported_at": "2026-05-17T04:06:23Z"
+}
diff --git a/configs/s41467_025_57031_1_test/pip-clean.txt b/configs/s41467_025_57031_1_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8aaf9655337f19ec1c22624494ee44a07309d0e9
--- /dev/null
+++ b/configs/s41467_025_57031_1_test/pip-clean.txt
@@ -0,0 +1,464 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+fonttools==4.57.0
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kiwisolver==1.4.7
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+matplotlib==3.7.5
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+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
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+msg-parser==1.2.0
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+multipledispatch==1.0.0
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+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.1
+neuroHarmonize==2.4.5
+nh3==0.2.17
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+numpydoc==1.1.0
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.9.86
+nvidia-nvtx-cu12==12.1.105
+nvitop==1.3.2
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+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
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+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
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+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
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+pydeck==0.9.0b1
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+pyfaidx==0.9.0.1
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+PyMuPDFb==1.23.9
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+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
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+sacrebleu==2.1.0
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+scipy==1.10.1
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+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
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+spacy-loggers==1.0.5
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+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
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+streamlit-antd-components==0.3.1
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
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+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
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+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+triton==3.0.0
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_57031_1_test/pip-freeze.txt b/configs/s41467_025_57031_1_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8aaf9655337f19ec1c22624494ee44a07309d0e9
--- /dev/null
+++ b/configs/s41467_025_57031_1_test/pip-freeze.txt
@@ -0,0 +1,464 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+fonttools==4.57.0
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kiwisolver==1.4.7
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+matplotlib==3.7.5
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mpmath==1.3.0
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.1
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-ml-py==12.535.133
+nvidia-nccl-cu12==2.20.5
+nvidia-nvjitlink-cu12==12.9.86
+nvidia-nvtx-cu12==12.1.105
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pyparsing==3.1.4
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scipy==1.10.1
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+triton==3.0.0
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_57183_0_test/editable.txt b/configs/s41467_025_57183_0_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_57183_0_test/env.yml b/configs/s41467_025_57183_0_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..c178b6aaf338d855b9c1f6edda2cc1fc609272e9
--- /dev/null
+++ b/configs/s41467_025_57183_0_test/env.yml
@@ -0,0 +1,47 @@
+name: s41467_025_57183_0_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - filelock==3.13.1
+    - fsspec==2024.6.1
+    - jinja2==3.1.6
+    - markupsafe==2.1.5
+    - mpmath==1.3.0
+    - networkx==3.0
+    - numpy==1.24.4
+    - packaging==25.0
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.4.1+cpu
+    - torchvision==0.19.1+cpu
+    - typing-extensions==4.12.2
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_57183_0_test
diff --git a/configs/s41467_025_57183_0_test/explicit.txt b/configs/s41467_025_57183_0_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_57183_0_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
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diff --git a/configs/s41467_025_57183_0_test/meta.json b/configs/s41467_025_57183_0_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..86e90b820b4ab3788b4221781660fcaf7ceb6ae9
--- /dev/null
+++ b/configs/s41467_025_57183_0_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_57183_0_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_57183_0_test",
+  "exported_at": "2026-05-17T04:06:23Z"
+}
diff --git a/configs/s41467_025_57183_0_test/pip-clean.txt b/configs/s41467_025_57183_0_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21080465f89cf1aec1e86fb2a2531c4c23282db4
--- /dev/null
+++ b/configs/s41467_025_57183_0_test/pip-clean.txt
@@ -0,0 +1,449 @@
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diff --git a/configs/s41467_025_57183_0_test/pip-freeze.txt b/configs/s41467_025_57183_0_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21080465f89cf1aec1e86fb2a2531c4c23282db4
--- /dev/null
+++ b/configs/s41467_025_57183_0_test/pip-freeze.txt
@@ -0,0 +1,449 @@
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+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.13.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mpmath==1.3.0
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.0
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+torchvision==0.19.1+cpu
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_57717_6_test/editable.txt b/configs/s41467_025_57717_6_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_57717_6_test/env.yml b/configs/s41467_025_57717_6_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..7e5c73a11bc1955592548a79dc61f417fe3d349e
--- /dev/null
+++ b/configs/s41467_025_57717_6_test/env.yml
@@ -0,0 +1,47 @@
+name: s41467_025_57717_6_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - filelock==3.13.1
+    - fsspec==2024.6.1
+    - jinja2==3.1.6
+    - markupsafe==2.1.5
+    - mpmath==1.3.0
+    - networkx==3.0
+    - numpy==1.24.4
+    - packaging==25.0
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.4.1+cpu
+    - torchvision==0.19.1+cpu
+    - typing-extensions==4.12.2
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_57717_6_test
diff --git a/configs/s41467_025_57717_6_test/explicit.txt b/configs/s41467_025_57717_6_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_57717_6_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_57717_6_test/meta.json b/configs/s41467_025_57717_6_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e3af711d084381ec79e03d3b27c2073c100b25d
--- /dev/null
+++ b/configs/s41467_025_57717_6_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_57717_6_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_57717_6_test",
+  "exported_at": "2026-05-17T04:06:29Z"
+}
diff --git a/configs/s41467_025_57717_6_test/pip-clean.txt b/configs/s41467_025_57717_6_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21080465f89cf1aec1e86fb2a2531c4c23282db4
--- /dev/null
+++ b/configs/s41467_025_57717_6_test/pip-clean.txt
@@ -0,0 +1,449 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
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+vllm==0.2.7
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+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
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+word2number==1.1
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+XlsxWriter==3.0.2
+xxhash==2.0.2
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+youtube-search==2.1.2
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+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_57717_6_test/pip-freeze.txt b/configs/s41467_025_57717_6_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21080465f89cf1aec1e86fb2a2531c4c23282db4
--- /dev/null
+++ b/configs/s41467_025_57717_6_test/pip-freeze.txt
@@ -0,0 +1,449 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
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+azure-storage-blob==12.26.0
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+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
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+coverage==7.6.1
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+cryptography==42.0.5
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+Cython==0.29.30
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+Deprecated==1.2.14
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+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
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+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+torchvision==0.19.1+cpu
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_58854_8_test/editable.txt b/configs/s41467_025_58854_8_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_58854_8_test/env.yml b/configs/s41467_025_58854_8_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..a8cac4f8f214bcbefb33cb8a0e4cd4f122978403
--- /dev/null
+++ b/configs/s41467_025_58854_8_test/env.yml
@@ -0,0 +1,46 @@
+name: s41467_025_58854_8_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - filelock==3.16.1
+    - fsspec==2025.3.0
+    - jinja2==3.1.6
+    - markupsafe==2.1.5
+    - mpmath==1.3.0
+    - networkx==3.1
+    - numpy==1.24.4
+    - packaging==25.0
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.4.1+cpu
+    - typing-extensions==4.13.2
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_58854_8_test
diff --git a/configs/s41467_025_58854_8_test/explicit.txt b/configs/s41467_025_58854_8_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_58854_8_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_58854_8_test/meta.json b/configs/s41467_025_58854_8_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0a890f5a89c46ac9cf746714f4700fa95e8f1ac
--- /dev/null
+++ b/configs/s41467_025_58854_8_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_58854_8_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_58854_8_test",
+  "exported_at": "2026-05-17T04:06:42Z"
+}
diff --git a/configs/s41467_025_58854_8_test/pip-clean.txt b/configs/s41467_025_58854_8_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09370617fe1b88cd427bed865d3a16a9cc519bfb
--- /dev/null
+++ b/configs/s41467_025_58854_8_test/pip-clean.txt
@@ -0,0 +1,448 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
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+torch==2.4.1+cpu
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+torchaudio==2.1.2+cu118
+torchtext==0.4.0
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+tzdata==2024.1
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+unstructured==0.11.0
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+vllm==0.2.7
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+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
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+websocket-client==1.8.0
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+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_58854_8_test/pip-freeze.txt b/configs/s41467_025_58854_8_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09370617fe1b88cd427bed865d3a16a9cc519bfb
--- /dev/null
+++ b/configs/s41467_025_58854_8_test/pip-freeze.txt
@@ -0,0 +1,448 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
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+beartype==0.14.1
+better-abc==0.0.3
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+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
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+botocore==1.36.26
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+Brotli==1.1.0
+bs4==0.0.2
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+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
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+click==8.1.7
+cloudpathlib==0.16.0
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+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
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+conllu==0.11
+coverage==7.6.1
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+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
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+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
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+editdistance==0.6.0
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+einops==0.7.0
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+emoji==2.11.1
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+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
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+GitPython==3.1.43
+google-pasta==0.2.0
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+kubernetes==29.0.0
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+litellm-enterprise==0.1.20
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+packaging==26.2
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+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_59797_w_test/editable.txt b/configs/s41467_025_59797_w_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_59797_w_test/env.yml b/configs/s41467_025_59797_w_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..90807b1c251132a4d8221b2f3d4d00a840b0749c
--- /dev/null
+++ b/configs/s41467_025_59797_w_test/env.yml
@@ -0,0 +1,39 @@
+name: s41467_025_59797_w_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - numpy==1.24.4
+    - packaging==25.0
+    - six==1.17.0
+    - torch==1.13.1+cpu
+    - typing-extensions==4.12.2
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_59797_w_test
diff --git a/configs/s41467_025_59797_w_test/explicit.txt b/configs/s41467_025_59797_w_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_59797_w_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_59797_w_test/meta.json b/configs/s41467_025_59797_w_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b436bb2c4fa7c8f6c158965224c34ff88ec3a6d6
--- /dev/null
+++ b/configs/s41467_025_59797_w_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_59797_w_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_59797_w_test",
+  "exported_at": "2026-05-17T04:06:48Z"
+}
diff --git a/configs/s41467_025_59797_w_test/pip-clean.txt b/configs/s41467_025_59797_w_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24dbc9bd3e745cc115437f3c863bb4188f03a12f
--- /dev/null
+++ b/configs/s41467_025_59797_w_test/pip-clean.txt
@@ -0,0 +1,444 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
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+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
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+mypy-extensions==1.0.0
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+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==1.13.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_59797_w_test/pip-freeze.txt b/configs/s41467_025_59797_w_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24dbc9bd3e745cc115437f3c863bb4188f03a12f
--- /dev/null
+++ b/configs/s41467_025_59797_w_test/pip-freeze.txt
@@ -0,0 +1,444 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==1.13.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_60175_9_test/editable.txt b/configs/s41467_025_60175_9_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_60175_9_test/env.yml b/configs/s41467_025_60175_9_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..e631197a73dc3169f83a4ed418ffe2d0a2bec75c
--- /dev/null
+++ b/configs/s41467_025_60175_9_test/env.yml
@@ -0,0 +1,37 @@
+name: s41467_025_60175_9_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - numpy==1.24.4
+    - packaging==25.0
+    - six==1.17.0
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_60175_9_test
diff --git a/configs/s41467_025_60175_9_test/explicit.txt b/configs/s41467_025_60175_9_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_60175_9_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
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diff --git a/configs/s41467_025_60175_9_test/meta.json b/configs/s41467_025_60175_9_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..df9db10575f089c020198db259084c027d56c32a
--- /dev/null
+++ b/configs/s41467_025_60175_9_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_60175_9_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_60175_9_test",
+  "exported_at": "2026-05-17T04:06:49Z"
+}
diff --git a/configs/s41467_025_60175_9_test/pip-clean.txt b/configs/s41467_025_60175_9_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a9a868cef1868a39cbc6662cecfc900fcd5c1cb
--- /dev/null
+++ b/configs/s41467_025_60175_9_test/pip-clean.txt
@@ -0,0 +1,443 @@
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diff --git a/configs/s41467_025_60175_9_test/pip-freeze.txt b/configs/s41467_025_60175_9_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a9a868cef1868a39cbc6662cecfc900fcd5c1cb
--- /dev/null
+++ b/configs/s41467_025_60175_9_test/pip-freeze.txt
@@ -0,0 +1,443 @@
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+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
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+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
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+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
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+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
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+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_60491_0_test/editable.txt b/configs/s41467_025_60491_0_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_60491_0_test/env.yml b/configs/s41467_025_60491_0_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..5c60511ad53826b48ae2e576e3543008ef7c5dde
--- /dev/null
+++ b/configs/s41467_025_60491_0_test/env.yml
@@ -0,0 +1,40 @@
+name: s41467_025_60491_0_test
+channels:
+  - bioconda
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bowtie2=2.5.4
+  - bzip2=1.0.8
+  - ca-certificates=2025.11.12
+  - ld_impl_linux-64=2.45
+  - libffi=3.5.2
+  - libgcc=15.2.0
+  - libgcc-ng=15.2.0
+  - libgomp=15.2.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.51.0
+  - libstdcxx=15.2.0
+  - libuuid=2.41.2
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.6.0
+  - perl=5.32.1
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - zstd=1.5.7
+  - pip:
+    - numpy==1.24.4
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_60491_0_test
diff --git a/configs/s41467_025_60491_0_test/explicit.txt b/configs/s41467_025_60491_0_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d5962e0a58d718b9502117cbe4e3aca5b32eccb
--- /dev/null
+++ b/configs/s41467_025_60491_0_test/explicit.txt
@@ -0,0 +1,35 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.11.12-hbd8a1cb_0.conda#f0991f0f84902f6b6009b4d2350a83aa
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-h767d61c_7.conda#f7b4d76975aac7e5d9e6ad13845f92fe
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-h767d61c_7.conda#c0374badb3a5d4b1372db28d19462c53
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda#51a19bba1b8ebfb60df25cde030b7ebc
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda#35f29eec58405aaf55e01cb470d8c26a
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_7.conda#280ea6eee9e2ddefde25ff799c4f0363
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h8f9b012_7.conda#5b767048b1b3ee9a954b06f4084f93dc
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda#80c07c68d2f6870250959dcc95b209d1
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.0-h26f9b46_0.conda#9ee58d5c534af06558933af3c845a780
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.0-h0c1763c_0.conda#a3205ecbffb255ca27e0540c8494a2ee
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda#86bc20552bf46075e3d92b67f089172d
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda#6432cb5d4ac0046c3ac0a8a0f95842f9
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45-h1aa0949_0.conda#1450224b3e7d17dfeb985364b77a4d47
+https://conda.anaconda.org/conda-forge/linux-64/perl-5.32.1-7_hd590300_perl5.conda#f2cfec9406850991f4e3d960cc9e3321
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/bioconda/linux-64/bowtie2-2.5.4-he96a11b_6.tar.bz2#17f2305502aa2d28a3747db4ad62a28d
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_60491_0_test/meta.json b/configs/s41467_025_60491_0_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..5945ac76c3580158598ba3d42d208f311122b002
--- /dev/null
+++ b/configs/s41467_025_60491_0_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_60491_0_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_60491_0_test",
+  "exported_at": "2026-05-17T04:06:55Z"
+}
diff --git a/configs/s41467_025_60491_0_test/pip-clean.txt b/configs/s41467_025_60491_0_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a9a868cef1868a39cbc6662cecfc900fcd5c1cb
--- /dev/null
+++ b/configs/s41467_025_60491_0_test/pip-clean.txt
@@ -0,0 +1,443 @@
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diff --git a/configs/s41467_025_60491_0_test/pip-freeze.txt b/configs/s41467_025_60491_0_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a9a868cef1868a39cbc6662cecfc900fcd5c1cb
--- /dev/null
+++ b/configs/s41467_025_60491_0_test/pip-freeze.txt
@@ -0,0 +1,443 @@
+absl-py==2.3.1
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+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_60646_z_test/explicit.txt b/configs/s41467_025_60646_z_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7867afd6690437631ec3bec7dfc9b816817b7bc7
--- /dev/null
+++ b/configs/s41467_025_60646_z_test/explicit.txt
@@ -0,0 +1,33 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.11.12-hbd8a1cb_0.conda#f0991f0f84902f6b6009b4d2350a83aa
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-h767d61c_7.conda#f7b4d76975aac7e5d9e6ad13845f92fe
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-h767d61c_7.conda#c0374badb3a5d4b1372db28d19462c53
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda#51a19bba1b8ebfb60df25cde030b7ebc
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda#35f29eec58405aaf55e01cb470d8c26a
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_7.conda#280ea6eee9e2ddefde25ff799c4f0363
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h8f9b012_7.conda#5b767048b1b3ee9a954b06f4084f93dc
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda#80c07c68d2f6870250959dcc95b209d1
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.0-h26f9b46_0.conda#9ee58d5c534af06558933af3c845a780
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.0-h0c1763c_0.conda#a3205ecbffb255ca27e0540c8494a2ee
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_ha0e22de_103.conda#86bc20552bf46075e3d92b67f089172d
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.7-hb8e6e7a_2.conda#6432cb5d4ac0046c3ac0a8a0f95842f9
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45-h1aa0949_0.conda#1450224b3e7d17dfeb985364b77a4d47
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_60646_z_test/meta.json b/configs/s41467_025_60646_z_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..303dc1aca8d142867b170861a6e7b326f895cae8
--- /dev/null
+++ b/configs/s41467_025_60646_z_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_60646_z_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_60646_z_test",
+  "exported_at": "2026-05-17T04:06:58Z"
+}
diff --git a/configs/s41467_025_60877_0_test/editable.txt b/configs/s41467_025_60877_0_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_60877_0_test/env.yml b/configs/s41467_025_60877_0_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..292a5ebd835cc7e2ede23cc811b4d4ef7361992b
--- /dev/null
+++ b/configs/s41467_025_60877_0_test/env.yml
@@ -0,0 +1,77 @@
+name: s41467_025_60877_0_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.11.12
+  - ld_impl_linux-64=2.45
+  - libffi=3.5.2
+  - libgcc=15.2.0
+  - libgcc-ng=15.2.0
+  - libgomp=15.2.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.51.0
+  - libstdcxx=15.2.0
+  - libuuid=2.41.2
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.6.0
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - zstd=1.5.7
+  - pip:
+    - asttokens==3.0.1
+    - backcall==0.2.0
+    - celerite==0.4.2
+    - comm==0.2.3
+    - contourpy==1.1.1
+    - cycler==0.12.1
+    - debugpy==1.8.20
+    - decorator==5.2.1
+    - emcee==3.1.6
+    - executing==2.2.1
+    - fonttools==4.57.0
+    - importlib-resources==6.4.5
+    - ipykernel==6.29.5
+    - ipyparallel==9.0.2
+    - ipython==8.12.3
+    - jedi==0.19.2
+    - jupyter-client==8.6.3
+    - jupyter-core==5.8.1
+    - kiwisolver==1.4.7
+    - matplotlib==3.7.5
+    - matplotlib-inline==0.1.7
+    - numpy==1.24.4
+    - packaging==25.0
+    - pandas==2.0.3
+    - parso==0.8.6
+    - pexpect==4.9.0
+    - pickleshare==0.7.5
+    - pillow==10.4.0
+    - platformdirs==4.3.6
+    - psutil==7.2.2
+    - ptyprocess==0.7.0
+    - pure-eval==0.2.3
+    - pyparsing==3.1.4
+    - python-dateutil==2.9.0.post0
+    - pyzmq==27.1.0
+    - scikit-learn==1.3.2
+    - scipy==1.10.1
+    - six==1.17.0
+    - stack-data==0.6.3
+    - traitlets==5.14.3
+    - wcwidth==0.6.0
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_60877_0_test
diff --git a/configs/s41467_025_60877_0_test/explicit.txt b/configs/s41467_025_60877_0_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7867afd6690437631ec3bec7dfc9b816817b7bc7
--- /dev/null
+++ b/configs/s41467_025_60877_0_test/explicit.txt
@@ -0,0 +1,33 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.11.12-hbd8a1cb_0.conda#f0991f0f84902f6b6009b4d2350a83aa
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.2.0-h767d61c_7.conda#f7b4d76975aac7e5d9e6ad13845f92fe
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.2.0-h767d61c_7.conda#c0374badb3a5d4b1372db28d19462c53
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hda65f42_8.conda#51a19bba1b8ebfb60df25cde030b7ebc
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.5.2-h9ec8514_0.conda#35f29eec58405aaf55e01cb470d8c26a
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.2.0-h69a702a_7.conda#280ea6eee9e2ddefde25ff799c4f0363
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-15.2.0-h8f9b012_7.conda#5b767048b1b3ee9a954b06f4084f93dc
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.41.2-he9a06e4_0.conda#80c07c68d2f6870250959dcc95b209d1
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.6.0-h26f9b46_0.conda#9ee58d5c534af06558933af3c845a780
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.51.0-h0c1763c_0.conda#a3205ecbffb255ca27e0540c8494a2ee
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
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diff --git a/configs/s41467_025_60877_0_test/meta.json b/configs/s41467_025_60877_0_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..88c49110f62d9e9d3aa6814f520a30fdebfaf664
--- /dev/null
+++ b/configs/s41467_025_60877_0_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_60877_0_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_60877_0_test",
+  "exported_at": "2026-05-17T04:07:02Z"
+}
diff --git a/configs/s41467_025_60877_0_test/pip-clean.txt b/configs/s41467_025_60877_0_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2941e7bc455b0575bc4dcc10a928cd702ee9cd20
--- /dev/null
+++ b/configs/s41467_025_60877_0_test/pip-clean.txt
@@ -0,0 +1,478 @@
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diff --git a/configs/s41467_025_60877_0_test/pip-freeze.txt b/configs/s41467_025_60877_0_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2941e7bc455b0575bc4dcc10a928cd702ee9cd20
--- /dev/null
+++ b/configs/s41467_025_60877_0_test/pip-freeze.txt
@@ -0,0 +1,478 @@
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+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emcee==3.1.6
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+executing==2.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+fonttools==4.57.0
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+ipykernel==6.29.5
+ipyparallel==9.0.2
+ipython==8.12.3
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+jedi==0.19.2
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+jupyter_client==8.6.3
+jupyter_core==5.8.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kiwisolver==1.4.7
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+matplotlib==3.7.5
+matplotlib-inline==0.1.7
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+parso==0.8.6
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pexpect==4.9.0
+pfzy==0.3.4
+pickleshare==0.7.5
+PICOS==2.6.1
+pikepdf==8.4.1
+pillow==10.4.0
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+platformdirs==4.3.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+psutil==7.2.2
+ptyprocess==0.7.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pure_eval==0.2.3
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pyparsing==3.1.4
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+pyzmq==27.1.0
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scikit-learn==1.3.2
+scipy==1.10.1
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+stack-data==0.6.3
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+traitlets==5.14.3
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+wcwidth==0.6.0
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_61475_w_test/editable.txt b/configs/s41467_025_61475_w_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_61475_w_test/explicit.txt b/configs/s41467_025_61475_w_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_61475_w_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_61475_w_test/pip-clean.txt b/configs/s41467_025_61475_w_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5a0b7e783f4ccb2d346fb977dcdaa1f28fd0bf8
--- /dev/null
+++ b/configs/s41467_025_61475_w_test/pip-clean.txt
@@ -0,0 +1,450 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+contourpy==1.1.1
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cycler==0.12.1
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
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+unstructured==0.11.0
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+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
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+xxhash==2.0.2
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+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_61475_w_test/pip-freeze.txt b/configs/s41467_025_61475_w_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5a0b7e783f4ccb2d346fb977dcdaa1f28fd0bf8
--- /dev/null
+++ b/configs/s41467_025_61475_w_test/pip-freeze.txt
@@ -0,0 +1,450 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
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+alabaster==0.7.12
+allennlp==0.8.4
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+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
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+attrs==25.3.0
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+autoray==0.6.12
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+azure-identity==1.21.0
+azure-storage-blob==12.26.0
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+backoff==2.2.1
+backports.zoneinfo==0.2.1
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+chaospy==3.3.9
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+confection==0.1.4
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+coverage==7.6.1
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+cryptography==42.0.5
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+cycler==0.12.1
+cymem==2.0.8
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+datasets==2.19.0
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+Deprecated==1.2.14
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+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
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+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pyparsing==3.1.4
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_62064_7_test/editable.txt b/configs/s41467_025_62064_7_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_62064_7_test/env.yml b/configs/s41467_025_62064_7_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..7e7a82fab72ac54315716c8a8d058cf1ef5bb967
--- /dev/null
+++ b/configs/s41467_025_62064_7_test/env.yml
@@ -0,0 +1,37 @@
+name: s41467_025_62064_7_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - numpy==1.24.4
+    - packaging==25.0
+    - six==1.17.0
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_62064_7_test
diff --git a/configs/s41467_025_62064_7_test/explicit.txt b/configs/s41467_025_62064_7_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_62064_7_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_62064_7_test/meta.json b/configs/s41467_025_62064_7_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e26ec141035af2d4ae83189ca0472dc08f060fe8
--- /dev/null
+++ b/configs/s41467_025_62064_7_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_62064_7_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_62064_7_test",
+  "exported_at": "2026-05-17T04:07:09Z"
+}
diff --git a/configs/s41467_025_62064_7_test/pip-clean.txt b/configs/s41467_025_62064_7_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a9a868cef1868a39cbc6662cecfc900fcd5c1cb
--- /dev/null
+++ b/configs/s41467_025_62064_7_test/pip-clean.txt
@@ -0,0 +1,443 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
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+msal-extensions==1.3.0
+msg-parser==1.2.0
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+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
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+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
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+onnx==1.16.0
+onnxruntime==1.15.1
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+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
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+orjson==3.10.1
+overrides==7.7.0
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+streamlit-option-menu==0.3.12
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
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+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
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+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_62064_7_test/pip-freeze.txt b/configs/s41467_025_62064_7_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a9a868cef1868a39cbc6662cecfc900fcd5c1cb
--- /dev/null
+++ b/configs/s41467_025_62064_7_test/pip-freeze.txt
@@ -0,0 +1,443 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
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+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
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+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
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+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_62235_6_test/editable.txt b/configs/s41467_025_62235_6_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_62235_6_test/env.yml b/configs/s41467_025_62235_6_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..28ec07901582c67ff9531812a10c12dfbbb15015
--- /dev/null
+++ b/configs/s41467_025_62235_6_test/env.yml
@@ -0,0 +1,46 @@
+name: s41467_025_62235_6_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - filelock==3.16.1
+    - fsspec==2025.3.0
+    - jinja2==3.1.6
+    - markupsafe==2.1.5
+    - mpmath==1.3.0
+    - networkx==3.1
+    - numpy==1.24.4
+    - packaging==25.0
+    - six==1.17.0
+    - sympy==1.13.3
+    - torch==2.4.1+cpu
+    - typing-extensions==4.13.2
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_62235_6_test
diff --git a/configs/s41467_025_62235_6_test/explicit.txt b/configs/s41467_025_62235_6_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_62235_6_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-devel-5.8.1-hb9d3cd8_2.conda#f61edadbb301530bd65a32646bd81552
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.50.4-h0c1763c_0.conda#0b367fad34931cb79e0d6b7e5c06bb1c
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b
+https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8c095d6_2.conda#283b96675859b20a825f8fa30f311446
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_hd72426e_102.conda#a0116df4f4ed05c303811a837d5b39d8
+https://conda.anaconda.org/conda-forge/linux-64/xz-gpl-tools-5.8.1-hbcc6ac9_2.conda#bf627c16aa26231720af037a2709ab09
+https://conda.anaconda.org/conda-forge/linux-64/xz-tools-5.8.1-hb9d3cd8_2.conda#1bad2995c8f1c8075c6c331bf96e46fb
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.8.1-hbcc6ac9_2.conda#68eae977d7d1196d32b636a026dc015d
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.20-h4a871b0_2_cpython.conda#05ffff2f44ad60b94ecb53d029c6bdf7
+https://conda.anaconda.org/conda-forge/noarch/setuptools-70.3.0-pyhd8ed1ab_0.conda#693bb57e8f92120caa956898065f3627
+https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_0.conda#bdb2f437ce62fd2f1fef9119a37a12d9
+https://conda.anaconda.org/conda-forge/noarch/pip-22.1.2-pyhd8ed1ab_0.tar.bz2#d29185c662a424f8bea1103270b85c96
diff --git a/configs/s41467_025_62235_6_test/meta.json b/configs/s41467_025_62235_6_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..79450f2d47a2dfe0f578d9b15dd6c0aec1d32cc1
--- /dev/null
+++ b/configs/s41467_025_62235_6_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_62235_6_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_62235_6_test",
+  "exported_at": "2026-05-17T04:07:14Z"
+}
diff --git a/configs/s41467_025_62235_6_test/pip-clean.txt b/configs/s41467_025_62235_6_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09370617fe1b88cd427bed865d3a16a9cc519bfb
--- /dev/null
+++ b/configs/s41467_025_62235_6_test/pip-clean.txt
@@ -0,0 +1,448 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
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+mrcfile==1.5.4
+msal==1.36.0
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+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
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+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.1
+neuroHarmonize==2.4.5
+nh3==0.2.17
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+numba==0.58.1
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+numpoly==1.0.6
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+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
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+onnxruntime==1.15.1
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+overrides==7.7.0
+packaging==26.2
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+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
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+plac==0.9.6
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+pluggy==1.5.0
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+posthog==3.5.0
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+pydeck==0.9.0b1
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+PyMuPDFb==1.23.9
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+pytesseract==0.3.10
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+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
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+python-pptx==0.6.23
+python-slugify==8.0.4
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+pytz==2025.2
+pyvista==0.44.2
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+rpds-py==0.20.1
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+ruff==0.4.2
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+s3transfer==0.11.3
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+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
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+snowballstemmer==2.2.0
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+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
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+sphinxcontrib-htmlhelp==2.0.0
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+stdlib-list==0.10.0
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+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
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+strsimpy==0.2.1
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+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
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+text-unidecode==1.3
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+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
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+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_62235_6_test/pip-freeze.txt b/configs/s41467_025_62235_6_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09370617fe1b88cd427bed865d3a16a9cc519bfb
--- /dev/null
+++ b/configs/s41467_025_62235_6_test/pip-freeze.txt
@@ -0,0 +1,448 @@
+absl-py==2.3.1
+accelerate==0.24.1
+aiofiles==23.2.1
+aiohappyeyeballs==2.4.4
+aiohttp==3.10.11
+aioprometheus==23.12.0
+aiosignal==1.3.1
+alabaster==0.7.12
+allennlp==0.8.4
+altair==5.3.0
+annotated-types==0.6.0
+anyio==3.7.1
+APScheduler==3.11.2
+arxiv==2.1.0
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==25.3.0
+autograd==1.7.0
+autoray==0.6.12
+awscli==1.32.93
+azure-core==1.33.0
+azure-identity==1.21.0
+azure-storage-blob==12.26.0
+Babel==2.9.1
+backoff==2.2.1
+backports.zoneinfo==0.2.1
+bcrypt==4.1.2
+beartype==0.14.1
+better-abc==0.0.3
+biopython==1.83
+bitarray==2.5.1
+bitsandbytes==0.43.1
+blessed==1.20.0
+blis==0.7.11
+boto3==1.36.0
+botocore==1.36.26
+botorch==0.8.5
+bpl==0.1.1
+Brotli==1.1.0
+bs4==0.0.2
+cachetools==4.2.4
+cffi==1.15.0
+cftime==1.6.4.post1
+chaospy==3.3.9
+charset-normalizer==3.4.7
+chex==0.1.7
+chroma-hnswlib==0.7.3
+chromadb==0.4.15
+click==8.1.7
+cloudpathlib==0.16.0
+cobra==0.29.1
+cohere==5.3.3
+coloredlogs==15.0.1
+confection==0.1.4
+ConfigArgParse==1.5.3
+conllu==0.11
+coverage==7.6.1
+cpm-kernels==1.0.11
+cryptography==42.0.5
+cvxopt==1.3.2
+cymem==2.0.8
+Cython==0.29.30
+dataclasses==0.6
+dataclasses-json==0.6.4
+datasets==2.19.0
+deepdiff==7.0.1
+Deprecated==1.2.14
+deprecation==2.1.0
+dill==0.3.8
+distro==1.9.0
+dm-tree==0.1.8
+dnspython==2.6.1
+docstring_parser==0.17.0
+docutils==0.15.2
+dotenv==0.9.9
+duckduckgo-search==3.9.9
+editdistance==0.6.0
+effdet==0.4.1
+einops==0.7.0
+email-validator==2.3.0
+emoji==2.11.1
+equinox==0.10.4
+et-xmlfile==1.1.0
+eval_type_backport==0.2.2
+exceptiongroup==1.2.1
+fairseq==0.10.2
+faiss-cpu==1.7.4
+faiss-gpu==1.7.2
+fancy-einsum==0.0.3
+fastapi==0.115.14
+fastapi-sso==0.16.0
+fastavro==1.9.4
+fastuuid==0.13.5
+fbpca==1.0
+feedparser==6.0.10
+ffmpy==0.3.2
+filelock==3.16.1
+filetype==1.2.0
+finch-clust @ git+https://github.com/ssarfraz/FINCH-Clustering.git@b18166999af5f93c66edba8bdbae096f8795e82c
+flaky==3.7.0
+Flask-Cors==3.0.10
+frozenlist==1.4.1
+fschat==0.2.35
+fsspec==2025.3.0
+ftfy==6.0.3
+future==0.18.2
+fuzzywuzzy==0.18.0
+gdown==5.2.0
+geosketch==1.3
+geotorch==0.3.0
+get-annotations==0.1.2
+gevent==21.12.0
+gitdb==4.0.11
+GitPython==3.1.43
+google-pasta==0.2.0
+googleapis-common-protos==1.63.0
+gpustat==1.1.1
+gpytorch==1.10
+gradio_client==0.16.0
+graphlib_backport==1.1.0
+greenlet==1.1.2
+gunicorn==23.0.0
+h11==0.14.0
+h2==4.1.0
+hf-xet==1.2.0
+hf_transfer==0.1.9
+hpack==4.0.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.28.1
+httpx-sse==0.4.0
+huggingface_hub==0.36.1
+humanfriendly==10.0
+hyperframe==6.0.1
+icetk==0.0.4
+igraph==0.11.8
+imageio==2.35.1
+imagesize==1.3.0
+imgaug==0.4.0
+importlib-metadata==7.0.0
+importlib_resources==6.4.5
+inequalipy==1.0.5
+iniconfig==1.1.1
+inquirerpy==0.3.4
+iopath==0.1.10
+isodate==0.7.2
+itsdangerous==2.0.1
+jax==0.4.13
+jaxlib==0.4.13
+jaxtyping==0.2.19
+Jinja2==3.1.6
+jiter==0.9.1
+jmespath==0.10.0
+joblib==1.4.2
+jsonnet==0.17.0
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpickle==2.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+kaggle==1.7.4.5
+Keras-Preprocessing==1.1.2
+kubernetes==29.0.0
+langchain==0.1.16
+langchain-community==0.0.34
+langchain-core==0.1.46
+langchain-experimental==0.0.57
+langchain-text-splitters==0.0.1
+langcodes==3.4.0
+langdetect==1.0.9
+langsmith==0.1.51
+language_data==1.2.0
+layoutparser==0.3.4
+lazy_loader==0.4
+leidenalg==0.10.2
+Levenshtein==0.25.1
+linear-operator==0.4.0
+litellm==1.77.4
+litellm-enterprise==0.1.20
+litellm-proxy-extras==0.2.19
+llama-index==0.9.35
+llvmlite==0.41.1
+lmdb==1.7.3
+lxml==5.2.1
+madoka==0.7.1
+marisa-trie==1.1.0
+Markdown==3.3.6
+markdown-it-py==3.0.0
+markdown2==2.4.13
+markdownify==0.11.6
+MarkupSafe==2.1.5
+marshmallow==3.21.1
+mdtex2html==1.3.0
+mdurl==0.1.2
+metaphor-python==0.1.23
+ml-dtypes==0.2.0
+monotonic==1.6
+mpmath==1.3.0
+mrcfile==1.5.4
+msal==1.36.0
+msal-extensions==1.3.0
+msg-parser==1.2.0
+msgpack==1.0.8
+msgpack-numpy==0.4.3.2
+multidict==6.0.5
+multipledispatch==1.0.0
+multiprocess==0.70.16
+murmurhash==1.0.10
+mypy-extensions==1.0.0
+narwhals==1.42.1
+natsort==8.4.0
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.1
+neuroHarmonize==2.4.5
+nh3==0.2.17
+ninja==1.11.1.1
+nltk==3.8.1
+numba==0.58.1
+numexpr==2.8.6
+numpoly==1.0.6
+numpy==1.24.4
+numpydoc==1.1.0
+nvidia-ml-py==12.535.133
+nvitop==1.3.2
+oauthlib==3.2.2
+onnx==1.16.0
+onnxruntime==1.15.1
+openai==1.101.0
+openpyxl==3.0.9
+opentelemetry-api==1.24.0
+opentelemetry-exporter-otlp-proto-common==1.24.0
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+opentelemetry-proto==1.24.0
+opentelemetry-sdk==1.24.0
+opentelemetry-semantic-conventions==0.45b0
+opt-einsum==3.3.0
+optax==0.1.5
+ordered-set==4.1.0
+orjson==3.10.1
+overrides==7.7.0
+packaging==26.2
+pandas==2.0.3
+pandas-stubs==1.2.0.45
+parsimonious==0.8.1
+pathlib==1.0.1
+patsy==1.0.1
+pdf2image==1.17.0
+pfzy==0.3.4
+PICOS==2.6.1
+pikepdf==8.4.1
+pip-search==0.0.12
+pkgutil_resolve_name==1.3.10
+plac==0.9.6
+plotly==6.3.0
+pluggy==1.5.0
+ply==3.11
+pondpond==1.4.1
+pooch==1.8.2
+portalocker==2.4.0
+posthog==3.5.0
+preshed==3.0.9
+prettytable==3.11.0
+primer3-py==2.2.0
+prompt-toolkit==3.0.43
+propcache==0.2.0
+PuLP==3.1.1
+pulsar-client==3.5.0
+pyarrow==17.0.0
+pyarrow-hotfix==0.6
+pyclipper==1.3.0.post5
+pycocotools==2.0.7
+pycparser==2.21
+pydantic==2.10.6
+pydantic_core==2.27.2
+pydeck==0.9.0b1
+pyDOE2==1.3.0
+pydub==0.25.1
+pyfaidx==0.9.0.1
+Pygments==2.19.2
+PyJWT==2.8.0
+pymodbus==3.6.9
+PyMuPDF==1.23.16
+PyMuPDFb==1.23.9
+PyNaCl==1.6.2
+pynndescent==0.5.13
+Pyomo==6.8.2
+pyOpenSSL==24.1.0
+pypandoc==1.13
+pypdf==4.2.0
+pypdfium2==4.29.0
+PyPika==0.48.9
+PyQt5==5.15.7
+PyQt5-Qt5==5.15.17
+PyQt5_sip==12.15.0
+pyro-api==0.1.2
+pyro-ppl==1.9.1
+pysam==0.23.3
+PySocks==1.7.1
+pysqlite3-binary==0.5.2.post3
+pystan==2.19.1.1
+pytesseract==0.3.10
+pytest-cov==5.0.0
+python-dateutil==2.9.0.post0
+python-decouple==3.8
+python-docx==1.1.0
+python-dotenv==1.0.1
+python-iso639==2024.4.27
+python-Levenshtein==0.25.1
+python-multipart==0.0.18
+python-pptx==0.6.23
+python-slugify==8.0.4
+pytorch-pretrained-bert==0.6.2
+pytz==2025.2
+pyvista==0.44.2
+PyWavelets==1.4.1
+PyYAML==6.0.3
+quantile-python==1.1
+rapidfuzz==3.8.1
+rapidocr-onnxruntime==1.3.8
+ray==2.10.0
+rdkit==2024.3.5
+redis==6.1.1
+referencing==0.35.1
+regex==2022.4.24
+requests==2.32.4
+requests-oauthlib==1.3.0
+responses==0.16.0
+rich==13.7.1
+rouge-score==0.1.2
+rpds-py==0.20.1
+rq==2.3.3
+rsa==4.7.2
+ruff==0.4.2
+rustworkx==0.15.1
+s3transfer==0.11.3
+sacrebleu==2.1.0
+sacremoses==0.0.46
+safetensors==0.4.3
+scooby==0.10.1
+seaborn==0.13.2
+semantic-version==2.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.91
+sentry-sdk==2.39.0
+session_info==1.0.1
+sgmllib3k==1.0.0
+shapely==2.0.4
+shellingham==1.5.4
+shortuuid==1.0.13
+six==1.17.0
+smart-open==6.4.0
+smmap==5.0.1
+sniffio==1.3.1
+snowballstemmer==2.2.0
+sobol-seq==0.2.0
+socksio==1.0.0
+soupsieve==2.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+Sphinx==4.3.1
+sphinxcontrib-applehelp==1.0.2
+sphinxcontrib-devhelp==1.0.2
+sphinxcontrib-htmlhelp==2.0.0
+sphinxcontrib-jsmath==1.0.1
+sphinxcontrib-qthelp==1.0.3
+sphinxcontrib-serializinghtml==1.1.5
+SQLAlchemy==2.0.19
+sqlparse==0.4.2
+sse-starlette==1.8.2
+starlette==0.44.0
+statsmodels==0.14.1
+stdlib-list==0.10.0
+streamlit==1.30.0
+streamlit-aggrid==0.3.4.post3
+streamlit-antd-components==0.3.1
+streamlit-chatbox==1.1.11
+streamlit-feedback==0.1.3
+streamlit-modal==0.1.0
+streamlit-option-menu==0.3.12
+strsimpy==0.2.1
+svgwrite==1.4.3
+sympy==1.13.3
+tabnet @ git+https://github.com/titu1994/tf-TabNet.git@53b144b4dd47184c3ee891501dcd90fb37683ab7
+tabulate==0.8.9
+tenacity==8.2.3
+tensorboard-plugin-wit==1.8.0
+tensorboardX==2.4.1
+text-unidecode==1.3
+texttable==1.7.0
+thefuzz==0.22.1
+threadpoolctl==3.5.0
+tifffile==2023.7.10
+tiktoken==0.7.0
+timm==0.9.16
+tk==0.1.0
+tokenizers==0.20.3
+toml==0.10.2
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.4.1+cpu
+torch-geometric==2.6.1
+torchaudio==2.1.2+cu118
+torchtext==0.4.0
+tornado==6.4
+tqdm==4.67.1
+transformer-lens==2.16.1
+transformers==4.46.3
+transformers-stream-generator==0.0.5
+typed-argument-parser==1.10.1
+typeguard==4.4.0
+typer==0.9.4
+types-requests==2.31.0.20240406
+typing-inspect==0.9.0
+typing-utils==0.1.0
+typing_extensions==4.13.2
+tzdata==2024.1
+tzlocal==5.2
+umap-learn==0.5.7
+Unidecode==1.3.2
+unittest-xml-reporting==3.2.0
+unstructured==0.11.0
+unstructured-client==0.22.0
+unstructured-inference==0.7.15
+unstructured.pytesseract==0.3.12
+uvicorn==0.29.0
+uvloop==0.21.0
+validators==0.28.1
+vllm==0.2.7
+vtk==9.3.1
+wandb==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wavedrom==2.0.3.post3
+weasel==0.3.4
+websocket-client==1.8.0
+websockets==13.1
+Werkzeug==2.0.2
+word2number==1.1
+xlrd==2.0.1
+XlsxWriter==3.0.2
+xxhash==2.0.2
+Yapsy==1.12.2
+yarl==1.15.2
+youtube-search==2.1.2
+zipp==3.20.2
+zope.event==4.5.0
+zstandard==0.23.0
diff --git a/configs/s41467_025_62355_z_test/editable.txt b/configs/s41467_025_62355_z_test/editable.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/configs/s41467_025_62355_z_test/env.yml b/configs/s41467_025_62355_z_test/env.yml
new file mode 100644
index 0000000000000000000000000000000000000000..6a3aed47e4193287a921858098915e0a82ce46e8
--- /dev/null
+++ b/configs/s41467_025_62355_z_test/env.yml
@@ -0,0 +1,38 @@
+name: s41467_025_62355_z_test
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1
+  - _openmp_mutex=4.5
+  - bzip2=1.0.8
+  - ca-certificates=2025.8.3
+  - ld_impl_linux-64=2.44
+  - libffi=3.4.6
+  - libgcc=15.1.0
+  - libgcc-ng=15.1.0
+  - libgomp=15.1.0
+  - liblzma=5.8.1
+  - liblzma-devel=5.8.1
+  - libnsl=2.0.1
+  - libsqlite=3.50.4
+  - libuuid=2.38.1
+  - libxcrypt=4.4.36
+  - libzlib=1.3.1
+  - ncurses=6.5
+  - openssl=3.5.2
+  - pip=22.1.2
+  - python=3.8.20
+  - readline=8.2
+  - setuptools=70.3.0
+  - tk=8.6.13
+  - wheel=0.45.1
+  - xz=5.8.1
+  - xz-gpl-tools=5.8.1
+  - xz-tools=5.8.1
+  - pip:
+    - numpy==1.24.4
+    - packaging==25.0
+    - scipy==1.10.1
+    - six==1.17.0
+prefix: /home/lily/yz979/anaconda3/envs/s41467_025_62355_z_test
diff --git a/configs/s41467_025_62355_z_test/explicit.txt b/configs/s41467_025_62355_z_test/explicit.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6bf6f30529304d9a6e549959469dbe2e50db8dc
--- /dev/null
+++ b/configs/s41467_025_62355_z_test/explicit.txt
@@ -0,0 +1,31 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2025.8.3-hbd8a1cb_0.conda#74784ee3d225fc3dca89edb635b4e5cc
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.44-h1423503_1.conda#0be7c6e070c19105f966d3758448d018
+https://conda.anaconda.org/conda-forge/linux-64/libgomp-15.1.0-h767d61c_4.conda#3baf8976c96134738bba224e9ef6b1e5
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-15.1.0-h767d61c_4.conda#f406dcbb2e7bef90d793e50e79a2882b
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.6-h2dba641_1.conda#ede4673863426c0883c0063d853bbd85
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-15.1.0-h69a702a_4.conda#28771437ffcd9f3417c66012dc49a3be
+https://conda.anaconda.org/conda-forge/linux-64/liblzma-5.8.1-hb9d3cd8_2.conda#1a580f7796c7bf6393fddb8bbbde58dc
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hb9d3cd8_1.conda#d864d34357c3b65a4b731f78c0801dc4
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda#edb0dca6bc32e4f4789199455a1dbeb8
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h2d0b736_3.conda#47e340acb35de30501a76c7c799c41d7
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.5.2-h26f9b46_0.conda#ffffb341206dd0dab0c36053c048d621
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
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diff --git a/configs/s41467_025_62355_z_test/meta.json b/configs/s41467_025_62355_z_test/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..283c29c96e44cc91017588e3398d5fe88ba9f5ed
--- /dev/null
+++ b/configs/s41467_025_62355_z_test/meta.json
@@ -0,0 +1,8 @@
+{
+  "env": "s41467_025_62355_z_test",
+  "python_version": "3.8.20",
+  "has_cuda_hint": false,
+  "editable_count": 0,
+  "source_prefix": "/home/lily/yz979/anaconda3/envs/s41467_025_62355_z_test",
+  "exported_at": "2026-05-17T04:07:12Z"
+}
diff --git a/configs/s41467_025_62355_z_test/pip-clean.txt b/configs/s41467_025_62355_z_test/pip-clean.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e7a0a5e93c8fc31f50ffa5b995a1d3b75e9c7c7
--- /dev/null
+++ b/configs/s41467_025_62355_z_test/pip-clean.txt
@@ -0,0 +1,444 @@
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diff --git a/configs/s41467_025_62355_z_test/pip-freeze.txt b/configs/s41467_025_62355_z_test/pip-freeze.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e7a0a5e93c8fc31f50ffa5b995a1d3b75e9c7c7
--- /dev/null
+++ b/configs/s41467_025_62355_z_test/pip-freeze.txt
@@ -0,0 +1,444 @@
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