diff --git "a/data/tasks.csv" "b/data/tasks.csv"
--- "a/data/tasks.csv"
+++ "b/data/tasks.csv"
@@ -1,120 +1,120 @@
-task_id,title,domain,language,repository_url,base_commit,source_license,gpl_family,environment_image,verifier_image,image_platform,task_path,status
-001,Repair omega-dependent range-separated PBE workflow in a real PySCF STRSF repository,density-functional-theory,python,https://github.com/aditisingh4812/simplified_tuned_range_separated,f794ca5265d38906782506f1ac4e197b4e273fc4,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-001:v0.1.0@sha256:ba7befeae4625761cb107ea17ff7962f0d7fd45a71eb25cf75369dc93da8f9d3,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-001:v0.1.0@sha256:3cf671ebe637b067246b05330c0c95c82bd0e1445fafaa3de1b6c1c4d1d7cd64,linux/amd64,tasks/task_001,dockerhub-published
-002,Repair an inconsistent reduced validation workflow,density-functional-theory,python,https://github.com/aditisingh4812/simplified_tuned_range_separated,f794ca5265d38906782506f1ac4e197b4e273fc4,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-002:v0.1.0@sha256:13e8c428f486c685ec92b031e46f3520bac3d4e26b6bdd83fde9826a488b7761,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-002:v0.1.0@sha256:a863b98f920e1e9b1aede8bd0460d039628aab19a413cce3dad7417028e1bd1a,linux/amd64,tasks/task_002,dockerhub-published
-003,Repair extxyz stress and virial tensor-label preservation,atomistic-machine-learning-data,python,https://github.com/deepmodeling/dpdata,4d8048b51ee0cc00caa4854844c28b7f892fd908,LGPL-3.0-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-003:v0.1.0@sha256:f161a1e658abd71c5c3abda59b61814a2c5bf140a4826b5598a917d62a258f4e,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-003:v0.1.0@sha256:4d2e13b726b99a0c9d302ba913cdaa727c49fdc403b65b68918ec70c1713a790,linux/amd64,tasks/task_003,dockerhub-published
-004,Repair split-read exon-overlap filtering,rna-seq-genomic-interval-semantics,c++,https://github.com/arq5x/bedtools2,0f45761e8ef6ffc093f649b0145788577a62ed33,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-c-task-004:v0.1.0@sha256:290695ddb1d2a160142311b604ccb61ff5d51d9500b6d218c56b43cbb94d9620,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-004:v0.1.0@sha256:2553def59dc88f1886ad281da1d561600560a6f8391f177d33bb9f4975e7cc4f,linux/amd64,tasks/task_004,dockerhub-published
-005,Repair edited MRS subspectrum polarity handling,magnetic-resonance-spectroscopy-processing,matlab-octave,,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-matlab-octave-task-005:v0.1.0@sha256:a2c49556f75e3dc3fd7f186e6309b2af8def8b724a950abe28fec9c317043440,docker.io/kevinxulearning/swe-bench-science-verifier-matlab-octave-task-005:v0.1.0@sha256:a7504e832bbcdd27a696ef1a476ae48afae9b470fcb38037c5eb24fd30ccf3b0,linux/amd64,tasks/task_005,dockerhub-published
-006,Repair inconsistent genomic interval enrichment counts,genomics-interval-statistics,c++,https://github.com/arq5x/bedtools2,ac6b252a3a6df2498757d76190b2b164cc591453,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-c-task-006:v0.1.0@sha256:f740af3206582652b34972f662852a98c370ab94b5e4c1fccb88d065f8abae04,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-006:v0.1.0@sha256:21e0cc23312edf271bb76b5cb35e61125952ff0056813c8e15c52713b6a2e5f9,linux/amd64,tasks/task_006,dockerhub-published
-007,Repair unstable spectral registration for drifted MRS transients,magnetic-resonance-spectroscopy,python,https://github.com/openmrslab/suspect,2254ab2ae6194b41487c933039c5f2ea204e5107,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-007:v0.1.0@sha256:3d7361fdd902b7603b13befdaee0d7a2bcfb2d1f3f970633c981bd5b975103ec,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-007:v0.1.0@sha256:ba9b6eeba1b6ac397d7878bff2d920b1137caf4fda6909422fa9001aab26b24b,linux/amd64,tasks/task_007,dockerhub-published
-008,Establish first vacuum-plus-wall external-region capability in the TERPSICHORE-native path,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-008:v0.1.0@sha256:e65d078c640c84fcd915c520a99d477b3c650ec137056a552ea8aa505d0a19ec,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-008:v0.1.0@sha256:5f02708ac41337aa21e611a45fc0b398613378833718f2900a18ae753808974a,linux/amd64,tasks/task_008,dockerhub-published
-009,Enable projection-wall external-region support in the TERPSICHORE-native path,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-009:v0.1.0@sha256:a40f148e84915c6a8b0cf89b8cf6ce27d7aedb4451c4bcaee715a55b295831e4,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-009:v0.1.0@sha256:73746f77074cfc0a1b7abaebf7f95d877a883a454eb8e4e48ef5db52c5ccceac,linux/amd64,tasks/task_009,dockerhub-published
-010,Complete alternate perturbation-representation support,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-010:v0.1.0@sha256:647be22b8cc7a897a02a21d624e72a02f3ee49ff44f6524e85d6e244ecb677a7,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-010:v0.1.0@sha256:fe5b09f4a5b92039fc793cd50a3feb28c9828eed93a42e4392fb2ea0d0402d11,linux/amd64,tasks/task_010,dockerhub-published
-011,Complete the Missing Response Capability,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-011:v0.1.0@sha256:9ad40bda1a487a22ba30afd79d7c99cc16533444404a653f74c21c189855acbc,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-011:v0.1.0@sha256:a2cce1bf22739b0728b7de005fb8bf8473fd95cc362409fc529a918dd4ca87b7,linux/amd64,tasks/task_011,dockerhub-published
-012,Complete 3-D Cross-n FOURIN Spectral Coupling,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-012:v0.1.0@sha256:4b4284b2dddfead4001e9be44b2dc8807b7b30043dff03541cbfe925bf44b066,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-012:v0.1.0@sha256:3ccc8ecdaed2fce6d60b926a927315995930a3f75a1713470564b11f2622e47c,linux/amd64,tasks/task_012,dockerhub-published
-013,Establish boundary-regime operator and energy closure in the TERPSICHORE-native path,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-013:v0.1.0@sha256:440fac5af67d594f3353b77e800fd23a0b0b57c6ce8b491cfa96fa70f8386ae6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-013:v0.1.0@sha256:f68b8c823724cca42f43145922859e183a018c5ea9c4205fe5b61e3ecebac878,linux/amd64,tasks/task_013,dockerhub-published
-014,Complete the native multi-equilibrium TERPSICHORE workflow,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-014:v0.1.0@sha256:d43ca8fee4244a69302cb5c69bbefa88e6ded15761589ed73c56f2e6077ffb10,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-014:v0.1.0@sha256:9d4ec1597ff0ea20e8355f790a4d8fcb0198dec12a7ccfefe6a18cdd205b7362,linux/amd64,tasks/task_014,dockerhub-published
-015,Restore thermal-equilibrium invariants in a Liouville-space relaxation workflow,magnetic-resonance-spin-dynamics,matlab-octave,https://github.com/IlyaKuprov/Spinach,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-matlab-octave-task-015:v0.1.0@sha256:b7ff9bd36cb3192e650ec44bf8e67c759a2082b0c7e4e75ed482995d476ba25b,docker.io/kevinxulearning/swe-bench-science-verifier-matlab-octave-task-015:v0.1.0@sha256:c177454ee8a6507ed2decf46b803a405d92b326da3d7de660197e125ff273699,linux/amd64,tasks/task_015,dockerhub-published
-016,Repair HMMRATAC peak refinement under sparse signal resolution,chromatin-accessibility peak calling,python-cython,https://github.com/macs3-project/MACS,a341a2f0ede26735f744d6d5e3b0f7ac1861cfe9,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-cython-task-016:v0.1.0@sha256:6d34aa3b31fbe05c100f041765d9a80c9a389db4a58dd3dec6d051cf756b9ff3,docker.io/kevinxulearning/swe-bench-science-verifier-python-cython-task-016:v0.1.0@sha256:9b8e3efae0b9f9978ac842d43bcb7ac279f98d5a5c8ad91bc06286d55b60116d,linux/amd64,tasks/task_016,dockerhub-published
-017,Repair dark-matter line-of-sight maps in Gammapy,gamma-ray-astronomy-dark-matter,python,https://github.com/gammapy/gammapy,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-017:v0.1.0@sha256:8dd3e5daae6c78f1bcf4a9713aa983048d6ed8a25a221792a6c09d5b0b6e8628,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-017:v0.1.0@sha256:d5e1f280d98ae2142f4a5a88f2203681710ecffa75544f59464f87d1b0de6fda,linux/amd64,tasks/task_017,dockerhub-published
-018,Restore blacklist semantics in an HMMRATAC chromatin-accessibility workflow,epigenomics-atac-seq-hmm,python-cython,https://github.com/macs3-project/MACS,f01cb680e239192484ab672b9e34531b1403eb3d,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-cython-task-018:v0.1.0@sha256:89e99d411185696887e7f538559b5b6b7e96ef80826e567686b38a7c236ba0e6,docker.io/kevinxulearning/swe-bench-science-verifier-python-cython-task-018:v0.1.0@sha256:8b1dd5120cf838ae85b5b2824d2d9fdf419b830b49127d10e3c0d34ef38ead8e,linux/amd64,tasks/task_018,dockerhub-published
-019,Complete robust topic-to-cistrome binarization for independent probability matrices,single-cell-chromatin-accessibility,python,https://github.com/aertslab/pycisTopic,cb5f54111d2affd89ad732c20c14dab6138026f0,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-019:v0.1.0@sha256:2640cbaa3fbd5ede86dd353b7f48173230d80448581bbacc6d434b9a13f9966c,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-019:v0.1.0@sha256:ffba9cf85dd9585323f72ac3e160da993c4f9ebb66846aa95071a62346e62330,linux/amd64,tasks/task_019,dockerhub-published
-020,Complete an edge-graph geometry and force/virial capability for atomistic models,atomistic-machine-learning-and-molecular-simulation,python,https://github.com/deepmodeling/deepmd-kit,44f44acb2b9a56f55609ec7f0594d9b6fa01cb92,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-020:v0.1.0@sha256:da151294981c7487cd2b48c3b2f95eee3a66afca3ff00e2ea1e8bc4e24dc8443,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-020:v0.1.0@sha256:373d19decc97090d881cd8c39d3e9b8eeb9481ec4f7d2dfdda10b29ec11b92f6,linux/amd64,tasks/task_020,dockerhub-published
-021,Complete a missing atomic-liquid thermodynamic-integration capability,atomistic thermodynamic integration and free-energy calculation,python,https://github.com/deepmodeling/dpti,9d90fd83c1eec85b7e204bb87f281df0b592623a,LGPL-3.0-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-021:v0.1.0@sha256:67e1047313c9010d69249bed758dfad28ef6108ac3627b3ae39149fcbb90a00e,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-021:v0.1.0@sha256:4556f2a24cf62743731721b1c2e36f82a08ca5c173f639e47b305e93bcd2013d,linux/amd64,tasks/task_021,dockerhub-published
-022,Repair an inconsistent volume-to-surface projection,neuroimaging,python,https://github.com/nilearn/nilearn,fefa4d30c262384ebda0f1123a1691abf466a9f0,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-022:v0.1.0@sha256:0c0ed46caaa7b0d52a862dad6461ebdc165396fe7f96e8e50df3e4fed8155cf2,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-022:v0.1.0@sha256:ae3adfc761d0744164c6e5e45f686cd766b5ceb1ac17c8c590ce074e0dee938e,linux/amd64,tasks/task_022,dockerhub-published
-023,Restore continuous NPT periodic-boundary unwrapping,molecular-dynamics-periodic-boundary-analysis,python,https://github.com/MDAnalysis/mdanalysis,2acd594449c02c2a354b07291031d89b50b52186,AGPL-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-023:v0.1.0@sha256:26adc2c4f41e400af9bd961ffbfd52711abd2f7a1856deac6eb462d4c6ebf8f9,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-023:v0.1.0@sha256:20999504b153a946750db97cc28b7458975f6399b7e146350955a1532ad140f4,linux/amd64,tasks/task_023,dockerhub-published
-024,Restore coherent inference in a centered factorial-effects model,probabilistic-scientific-computing,python,https://github.com/pymc-devs/pymc,9ee5d84b5048aea0690bba2629ece684656ad186,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-024:v0.1.0@sha256:6432ca66d7b714d23f5ce315cc1b3ce39dcf7937046d46be4bb470d059c92dcd,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-024:v0.1.0@sha256:e641ce128a4db3c75da315e0b85872c2f65a064badbb5e05a972fc4a71b2c30b,linux/amd64,tasks/task_024,dockerhub-published
-025,Repair inconsistent cross-protocol Osprey validation reports,edited-magnetic-resonance-spectroscopy-workflow,matlab-octave,https://github.com/schorschinho/osprey,24e89ec3ac278cc642ce06cbbe30321155435e0b,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-matlab-octave-task-025:v0.1.0@sha256:eebf7a8137f4a36b5d7f27d49bf52596cf342700ca016f003c723f1affab8626,docker.io/kevinxulearning/swe-bench-science-verifier-matlab-octave-task-025:v0.1.0@sha256:8da94067fe1009753dc73eaf8410b8fe743212c8c1929cc43cb450d3292aac01,linux/amd64,tasks/task_025,dockerhub-published
-026,Restore isentropic interpolation for terrain-following model data,atmospheric-science-isentropic-interpolation,python,https://github.com/Unidata/MetPy,34d14b293c9e75dfff5422c0461d48731916d773,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-026:v0.1.0@sha256:425b952ba92036d8fe6b7a240e0ee7a57ceafc456e68e8297d8d814e06988593,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-026:v0.1.0@sha256:46fadf320df6b6adca39a81c2e83a3f16f8fa486a2adfefdc56a0518edb5db45,linux/amd64,tasks/task_026,dockerhub-published
-027,Restore consistent NMR peak-set encoding under batch padding,ai4science-nmr-structure-elucidation,python,https://github.com/little1d/NMRTrans,9e59a111d201c1c3aee6db079fe1ea2c6a2d8ba8,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-027:v0.1.0@sha256:a0b2b795f21ebf2107c72a04657c3f5dedf1ef816974bedf0e765e8f3d1feafe,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-027:v0.1.0@sha256:7553e8b9d60ddba9b86ee74d4f200929dfaed195b79a7e29efa3713f93e5a656,linux/amd64,tasks/task_027,dockerhub-published
-028,Repair control-referenced relative responses in a single-cell perturbation workflow,single-cell-perturbation-response-modeling,python,https://github.com/JialongJiang/DSPIN,cbedc58e2127d912895defa95c65a623fa2f67d6,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-028:v0.1.0@sha256:c9ed2829a11ec5fc42b54d30bbcd8e2b51f82061a7c0476564d073ed66f3d915,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-028:v0.1.0@sha256:4c4ec965b94251ab9b163fe1294a4e863dc5a2b0a005dabb51dbaa5a5d6c95fe,linux/amd64,tasks/task_028,dockerhub-published
-029,Restore annotation equivalence after circular-record orientation normalization,genomics-sequence-annotation,python,https://github.com/biopython/biopython,fb0e7f522d714d76eec42f5fd428eb7942a11dde,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-029:v0.1.0@sha256:ef7e5c2b118cfb635fe2a38a96a3e74a8b8ccad4f45c4420a262224cde2aed3d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-029:v0.1.0@sha256:bf60c02145e60447a42aa0e8205c11851bafae01fb38da1969c8ca9697ab119f,linux/amd64,tasks/task_029,dockerhub-published
-030,Repair format-conformant SHELX/AIRSS .res export in a crystallographic IO workflow,crystallography-file-format-semantics,python,https://github.com/materialsproject/pymatgen,585bb673c4aa222669c4b0d72ffeec3dbf092630,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-030:v0.1.0@sha256:78f08b2d5abbea8a230c26ba7870f472e7888a8a99bf8a7a860164bbd77f0e95,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-030:v0.1.0@sha256:c2f2d33b4f3eac896abeb9dff00a81386b8e763f5aea124aedac4b9f6a8e9a60,linux/amd64,tasks/task_030,dockerhub-published
-031,Restore documented average-reference semantics for mixed-modality recordings,neurophysiology-signal-processing,python,https://github.com/mne-tools/mne-python,3b3f3afb0e46a6ac6b97e6ecfbc2414497ea9a3a,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-031:v0.1.0@sha256:d4140ef5964abbe2f30c6df0ce3348263ae7696d2e1bd45fa022a63165439437,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-031:v0.1.0@sha256:11198de9a24cc54ef854642f96d3106d3e50e5e69f86e3d1e88da26254cea4be,linux/amd64,tasks/task_031,dockerhub-published
-032,Repair an inconsistent peptide energy after topology import,molecular-simulation,python,https://github.com/openmm/openmm,d2f76949b3ccac1139f0a0a0d1459aa47e2f0a98,LGPL-family,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-032:v0.1.0@sha256:1f1e710ff121fc590e1a1bcc0d6e35b6b20488b67b4ff2ea9e088c5ed5b3c617,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-032:v0.1.0@sha256:b33b42c56351b94f8e871921d9c51b3edba1f2317186ec51db8d0e7a49c1a0c4,linux/amd64,tasks/task_032,dockerhub-published
-033,Repair inconsistent energies across equivalent periodic representations,periodic-electronic-structure,python,https://github.com/pyscf/pyscf,802cd37e9dc6abb52f30d84bb422b6ee15493fc9,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-033:v0.1.0@sha256:44845aa0036b539e82cf042b31b278ab3e4dba56dd5d0abe1da426466a4d1c49,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-033:v0.1.0@sha256:02bd79559d1d6180dbcc19db90b316567798ba192fed39d51bc1f5c20adca064,linux/amd64,tasks/task_033,dockerhub-published
-034,Repair an inconsistent stochastic trajectory calculation,stochastic-numerical-analysis,python,https://github.com/patrick-kidger/diffrax,56d78e1acbdc9c1493caef17a34777931430f3bf,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-034:v0.1.0@sha256:7059fdb21c925acab3c847faecece53d294086745e3f4e373473aab44b180edb,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-034:v0.1.0@sha256:232f4698c8988c515640b1225e1a25b275b3a3bcc0658c08697e37dfdb740a64,linux/amd64,tasks/task_034,dockerhub-published
-035,Repair an incomplete stiff-kinetics campaign,numerical-analysis-and-chemical-kinetics,python,https://github.com/scipy/scipy,c4e7f1146556f4b038bfbfc0912ac3843e844c55,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-035:v0.1.0@sha256:ade094c8b37641bf91ee9e09c12b5dcd6ff0f0251613c73c73b7e0f0109a170f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-035:v0.1.0@sha256:5bdf5079219dab4d67b255724888338b3d5602d4dd24df83723b27a699f578b9,linux/amd64,tasks/task_035,dockerhub-published
-036,Repair inconsistent sampling on a spherical curvilinear ocean grid,computational-oceanography-and-spherical-geometry,python,https://github.com/Parcels-code/Parcels,439ea290f9a75c3cbd66d79333fed475f92aeb00,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-036:v0.1.0@sha256:85db05aa83f3c2408533a237892331b08af27cdbc4a380e772eb5810fcd7c8d4,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-036:v0.1.0@sha256:c0bab454078f7f8f8fb3474977e6be7f057aecb040e936a92d95ececdb091d29,linux/amd64,tasks/task_036,dockerhub-published
-037,Repair an inconsistent multiframe MR reconstruction,medical-imaging,python,https://github.com/nipy/nibabel,5d10c5b8bb09576e24e9d316da1019fb909d7d32,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-037:v0.1.0@sha256:526eaf4f7800f715fda24e8c515162d91a2e89d46c6a7228fa9f13706e6f3c63,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-037:v0.1.0@sha256:adcfa1988d7786568e96018c91ca4d73f12c409e2d81af2fb416e868ff304881,linux/amd64,tasks/task_037,dockerhub-published
-038,Repair inconsistent crystal classification across equivalent representations,computational-crystallography-and-materials-symmetry,c,https://github.com/spglib/spglib,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-c-task-038:v0.1.0@sha256:41ba231d44d2445f621ed17c3a5f881a41941b79d2f297b49bd66e9e8145a8fb,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-038:v0.1.0@sha256:511507351b10162103c5f48282142f8b767230784456e9952c943657beddb7a9,linux/amd64,tasks/task_038,dockerhub-published
-039,Repair a river-network sediment transport calculation,earth-surface-dynamics-and-river-sediment-transport,python,https://github.com/landlab/landlab,546bc11054cff5e12808c7122b3e8b38f1ef555f,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-039:v0.1.0@sha256:3ed83c8573077b62d1c7b2a498bc9dca044d772a6f930ef5c570feccbbb0b43f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-039:v0.1.0@sha256:f6e72d3a31b0d1321a608fb1f33ddbdd6ca30eb0da862eebce3590b27c4650a4,linux/amd64,tasks/task_039,dockerhub-published
-040,Restore consistent magnetic-dipole electromagnetic predictions,computational-electromagnetics-and-geophysical-forward-modeling,python,https://github.com/simpeg/simpeg,3cc6605c54b0f6062c1a139ece2ecf69cddc829,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-040:v0.1.0@sha256:a052d87111542518755781c8d49a50de5d7ed6e3f75b2132fc1d8418dba89e85,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-040:v0.1.0@sha256:2f4ad5a63994c9ff62b9ad0b21e24da4a2130a337f20839ff97dccd4016aebd6,linux/amd64,tasks/task_040,dockerhub-published
-041,Repair an inconsistent near-Earth vector conversion,space-physics-coordinate-systems,python,https://github.com/sunpy/sunpy,470d13491dd2c2a9440b3c657af33373ca8d47c1,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-041:v0.1.0@sha256:2d7000ea85b0ce1a1df141d46ccce61e3edcd53e86e9d5136a1b26096799aa77,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-041:v0.1.0@sha256:7e3b7b1a0ab181ed010a5bdb2bde149d115188f96418edea77331caf6e20b00a,linux/amd64,tasks/task_041,dockerhub-published
-042,Repair an inconsistent solar-coordinate archive workflow,solar-physics-scientific-data-semantics,python,https://github.com/sunpy/sunpy,c961a1507a83b9dab24ccce12ab92a53b30359d7,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-042:v0.1.0@sha256:38b71d095fa30606c636c19aa2145fde1f74993809cff837b6da5e5597895181,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-042:v0.1.0@sha256:133f5154d63c2614e6e754d68ca91bef2a8ea4af1210de147a794c570c06d8f9,linux/amd64,tasks/task_042,dockerhub-published
-043,Repair an inconsistent porous-volume characterization,porous-media-image-analysis,python,https://github.com/PMEAL/porespy,f2360a52bc77ec917aa07ce0cf6128dc7687ea64,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-043:v0.1.0@sha256:3e82e859587bdd681272bac9ecb4a415e77fe9f2160afe76a9f0bc641cf7096f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-043:v0.1.0@sha256:c9a3a93ea8eca723583d471b478202553f011baaaee8411063a1aabec7c1651e,linux/amd64,tasks/task_043,dockerhub-published
-044,Repair inconsistent lithium-ion discharge predictions,electrochemical-battery-modeling,python,https://github.com/pybamm-team/PyBaMM,a42d7a92dd9a2c63240c8ccb6f240e5c3c42de46,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-044:v0.1.0@sha256:513707a2950f87958370d940ca542603b5a4b83443e5c712c916abd1cc37eeb0,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-044:v0.1.0@sha256:61f22d5c7943225471bcdeed86f32470249eaefe57453989c3af1314811f3671,linux/amd64,tasks/task_044,dockerhub-published
-045,Repair inconsistent finite-volume operations on a connected multi-face grid,computational-oceanography-finite-volume-grids,python,https://github.com/xgcm/xgcm,3831b46accbff35f06e4ed3831600d71d5d8da18,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-045:v0.1.0@sha256:bdf7ecf2141952410df47d69d36d45b662047a720f6ff26ceeef1c33486b3fa0,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-045:v0.1.0@sha256:a3cd9863966518102f06bbf956ddfa7b6578debf5bcf92ccfbe0d1252c3a4b20,linux/amd64,tasks/task_045,dockerhub-published
-046,Repair an inconsistent X-ray spectral-timing analysis,astrophysical-xray-spectral-timing,python,https://github.com/StingraySoftware/stingray,79b8f9bb9d122bd0176bb37f48f0fd4926eb9afb,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-046:v0.1.0@sha256:5113cc358a6f5df25d7b7c09e02cb5b9bd9964248f2d51ead28308c90febd15d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-046:v0.1.0@sha256:73e5bc8338655f2d15e7dd871c42544ec9e7d16af3f24e6ecb69030f71edefbf,linux/amd64,tasks/task_046,dockerhub-published
-047,Repair an inconsistent broadband microwave composite,microwave-network-analysis,python,https://github.com/scikit-rf/scikit-rf,a6dae181dbcf76fc738fc7fbc03d7de0a6c22634,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-047:v0.1.0@sha256:a94de21354f66e978943e80946546812dbf404c4468baf12a84d23c34720e3d6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-047:v0.1.0@sha256:8529979be314893a77f9c51cf5d2c0d6266d6f9df10fb33d332eb242f38953db,linux/amd64,tasks/task_047,dockerhub-published
-048,Repair an inconsistent alloy equilibrium assessment,computational-thermodynamics-calphad,python,,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-048:v0.1.0@sha256:38893d5510a1f2c722c39dc851c1f4c0698c52602753e0e9a0531ea466ee9a4b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-048:v0.1.0@sha256:66acaa226780910a92acf5076beb045a8f521ec7f222277fb4fa1e37296d46da,linux/amd64,tasks/task_048,dockerhub-published
-049,Restore consistent stochastic-field behavior on nonuniform grids,finite-difference-stochastic-partial-differential-equations,python,https://github.com/zwicker-group/py-pde,a9f8256c1b4b48ac73f3df35b3e570993501b333,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-049:v0.1.0@sha256:5d2c93c90c190f69ed1f8bb05014f34d900f4c68ca483cf428399caa5c80f339,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-049:v0.1.0@sha256:7a8babe7c3e8d6121a1fff866e0e6ae5871de381c8e759897a4b40244b6b76b6,linux/amd64,tasks/task_049,dockerhub-published
-050,Repair an inconsistent tensor-network state calculation,quantum-information-many-body-tensor-networks,python,https://github.com/jcmgray/quimb,,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-050:v0.1.0@sha256:6f1421184ec5bd40580757a5b684b53519b2fb9044b900320b822fbffcc3ed7d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-050:v0.1.0@sha256:74fe72ef3a7fe8749cbc7de11f80303278c83e89adfc60dfa00338059b3b0561,linux/amd64,tasks/task_050,dockerhub-published
-051,Repair an inconsistent planetary gradient-tensor calculation,planetary-geodesy-and-geomagnetism,fortran,https://github.com/SHTOOLS/SHTOOLS,7f7d91474509acb597071eb789661b1f0cc304ca,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-fortran-task-051:v0.1.0@sha256:8235525555c16d48f6e12019ba6239fc99569358183a444cb0251b72dfd99de4,docker.io/kevinxulearning/swe-bench-science-verifier-fortran-task-051:v0.1.0@sha256:cc4ffda89baf3ef1fed6903ff06b194b1ef2f992413574aa6032451e09e653fb,linux/amd64,tasks/task_051,dockerhub-published
-052,Restore a nonuniform finite-volume phase-field workflow,computational-materials-finite-volume-pde,python,https://github.com/usnistgov/fipy,11e5c6ae26207a60e223d46473ac364b352ac982,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-052:v0.1.0@sha256:7f5ea002c9963e322dd2ffc1b1c3d2669b511a74391f4ace0d1151207efec376,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-052:v0.1.0@sha256:d0fa3032421f94d1f0e43986f33125ab48af349eb26e5b68a1e86b372342b7bf,linux/amd64,tasks/task_052,dockerhub-published
-053,Repair a representation-dependent physical surface Dice workflow,medical-image-segmentation-geometry,python,https://github.com/Project-MONAI/MONAI,18daff1d8b26002b02de526cc19b92a9a4907f89,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-053:v0.1.0@sha256:9763fa42d9a9e025dbb4470db64ad48b4d21549219f0938e746aadb5aa77dcc3,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-053:v0.1.0@sha256:10656f4e5cfb69d613c2442050f34691fe3264e4d03ee6bfa2f98d3529098ab6,linux/amd64,tasks/task_053,dockerhub-published
-054,Repair an inconsistent tandem-mass spectral similarity workflow,mass-spectrometry-spectral-similarity,python,https://github.com/matchms/matchms,9f27ba89d8c485e6a2fa2db4756e3fe3aec05151,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-054:v0.1.0@sha256:a9e8dedaf3d63ada395f497d35092465a56a34c0862794ee20216f46d70ec98c,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-054:v0.1.0@sha256:60b1bd49880f5e1bab44cd13d5986b57b055f1ed3b30ff19801ff3232f93cfda,linux/amd64,tasks/task_054,dockerhub-published
-055,Restore a scientific template-comparison workflow,astronomical-spectroscopy,python,https://github.com/astropy/specutils,0613ba1ba86fd7ae79e9d89c8ffd24004a891aee,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-055:v0.1.0@sha256:74325f6a3477680f5302abf9e5fd622b90be8d28ca9e01b87697b8cf480dba53,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-055:v0.1.0@sha256:f1b514a04de8a991bbe7af6591cdf6a260f6a89afa22105e90895e3529bd46d4,linux/amd64,tasks/task_055,dockerhub-published
-056,Repair a physically inconsistent orbital history export,astrodynamics-and-orbital-mechanics,python,https://github.com/poliastro/poliastro,0583b33091b07229abe2027bccdc596ba3c5033b0,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-056:v0.1.0@sha256:2909a24d72bf5161604c65e846c94058d0318cb92e4b86b29a77aff46dea3a70,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-056:v0.1.0@sha256:3cf9ed1c78f08940105a8155526ab20272bdb2640eaf0f9af03526aac677887a,linux/amd64,tasks/task_056,dockerhub-published
-057,Investigate a periodic trajectory-processing anomaly,molecular-dynamics-trajectory-analysis,python,https://github.com/mdtraj/mdtraj,b963d4f01290fef66cca714e4a53f4891096b69a,LGPL-2.1-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-057:v0.1.0@sha256:0a86aec644a934e46f0ebaaa25220b8fe0d792d942e15aab2dda03dae893eb80,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-057:v0.1.0@sha256:3a837ea554c65947e01e90be6998b561e6d5a0c64e6c29119e156026e4f5ce56,linux/amd64,tasks/task_057,dockerhub-published
-058,Repair a valid OpenMC fixed-source workflow,monte-carlo-particle-transport,python-cpp,,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-cpp-task-058:v0.1.0@sha256:7e911bae59ef2a509e72cc8cc5454ae94d1fcf2cf560613de773aae3b419b78a,docker.io/kevinxulearning/swe-bench-science-verifier-python-cpp-task-058:v0.1.0@sha256:e2b0260ac34ef381c86af8c808838ddb9a1ccc2cc4ece1b52c3cadf25625abfc,linux/amd64,tasks/task_058,dockerhub-published
-059,Restore physical consistency in calibrated cell morphometry,microscopy-image-analysis,python,https://github.com/scikit-image/scikit-image,e4e3ab682f0ff13460877624ecf068b9652ae071,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-059:v0.1.0@sha256:dec04a1b4fb9014d3f4f70f06966546d3d6055b56a3f1d4ffb8066152d8cff44,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-059:v0.1.0@sha256:2dda66b63502d81c2e09a7b0311ca76b3796dc1cd28349f9ece060a35795c8b0,linux/amd64,tasks/task_059,dockerhub-published
-060,Restore a complete cross-band drift-correction recording,high-density-extracellular-electrophysiology,python,https://github.com/SpikeInterface/spikeinterface,3fd3d97164c6e85c2897ce8b13ba6aace81c2811,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-060:v0.1.0@sha256:61af28db733eec1188ad8b90a4a78404e88b7bfb17cf99800b543292c9545747,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-060:v0.1.0@sha256:d1a95a1456b922044d1cfa9156bf33ba40628a3115b2ff25b4d6b149dfd1f4bf,linux/amd64,tasks/task_060,dockerhub-published
-061,Repair inconsistent celestial image representation in a mosaic,astronomical-image-processing,python-c,https://github.com/astropy/reproject,62a0d3f037024d4dcf67857fb83d392f2e099ec0,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-c-task-061:v0.1.0@sha256:a69139dfab9d10122d07187ba52e0218c8c3f8350e3d44926c5813c8700bbcbf,docker.io/kevinxulearning/swe-bench-science-verifier-python-c-task-061:v0.1.0@sha256:c0c05b7f3e36a5a4ede6443d7ce6f26522e8ae09db9baf5b14c16741039a7e07,linux/amd64,tasks/task_061,dockerhub-published
-062,Repair an inconsistent archived elasticity workflow,computational-materials-science,python,https://github.com/materialsproject/atomate2,95b15d576f47923e1f200c0894915a8f46675291,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-062:v0.1.0@sha256:71b7a7f56a39dc1f3fa7d2ee034dbde903e373cc231b6584e542bb1eac6d8e9c,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-062:v0.1.0@sha256:b40392404273078f316aafdbee792923cdea10b8023ea733abe38ebb8ab5582a,linux/amd64,tasks/task_062,dockerhub-published
-063,Repair inconsistent population-history estimates after archive curation,population-genetics-tree-sequence-statistics,c-python,https://github.com/tskit-dev/tskit,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-c-python-task-063:v0.1.0@sha256:77cb395977290ee08c9d9abd184bcb8d874d8b78a5d55119ad8832b912b58e7e,docker.io/kevinxulearning/swe-bench-science-verifier-c-python-task-063:v0.1.0@sha256:1f0346e1c5241487bb858955411ebf920e9bd53b37dcbb8aef37abd4c6dbe550,linux/amd64,tasks/task_063,dockerhub-published
-064,Repair inconsistent molecular-energy interpretation in a quantum-chemistry log parser,computational-chemistry-scientific-data-parsing,python,https://github.com/cclib/cclib,593f0d67cf6a76f4a047f9a4856125c05947cff4,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-064:v0.1.0@sha256:fce98569a3f9c8039892d8411355e49e07633af201083c67501c8fb69f9844a1,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-064:v0.1.0@sha256:b5b5a01003841af0fd902d84d9b78cc6208d641b22503bff9c325de16c113dbb,linux/amd64,tasks/task_064,dockerhub-published
-065,Repair inconsistent particle-field visualization results,astrophysical hydrodynamics and particle-based field visualization,python,https://github.com/yt-project/yt,c86781b8cbdeea8002c7846d37dc1250045146e6,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-065:v0.1.0@sha256:5c8c8b8c130b06f1871f1c74a2b0ca0f453519e94d50b6cd3e08b9d873b7d3c9,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-065:v0.1.0@sha256:2ef10bcb562ab83a9b5641f22a91a4e4a607d231ea8f58194795cb4a324a5efe,linux/amd64,tasks/task_065,dockerhub-published
-066,Restore regional climate-model validation consistency,earth-science-data-semantics,python,https://github.com/SciTools/iris,0b569cdfad5e67f4aec3562bb26460020c7c7354,AGPL-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-066:v0.1.0@sha256:16eacda2003745c9ea63286b07df5be4ba9bdf27b737761abf3ab0cfe8b6be34,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-066:v0.1.0@sha256:bf551e3cb78adb7a896b69485af7688c98815988094971978b7b41a2ae89c548,linux/amd64,tasks/task_066,dockerhub-published
-067,Repair a seasonal fire-weather state transition,climate-fire-weather,python,https://github.com/Ouranosinc/xclim,d1e654cf59a5d5761f5586bca1102a1590ae6e32,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-067:v0.1.0@sha256:293c50d411ea2c322e9b62189e5bf325abbb814682b1eb4dabec9555d035c78e,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-067:v0.1.0@sha256:fbbdf79e55e67535ee836f497be5aaf61412c5fe68b6856959217589e144e71c,linux/amd64,tasks/task_067,dockerhub-published
-068,Restore biologically consistent retrieval from a VCF archive,genomic-variant-data-semantics,c,https://github.com/samtools/htslib,a4dde3f93c75dff09e9a1ddaf0db2e54c91ac5e3,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-c-task-068:v0.1.0@sha256:f08ff570bf57595b94e6fb3bc0f603e76d7b6de53f6c7c76199a099eee12fdd3,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-068:v0.1.0@sha256:333ed6fc1e4953d3abe1517a2871c1a2fb19ca0996d8d91bca6406898dac57ad,linux/amd64,tasks/task_068,dockerhub-published
-069,Restore a complete Hi-C contact-decay analysis,genomics-contact-map-analysis,python,https://github.com/open2c/cooltools,ba2be42c714fffb6b62ea13e7ecfbecb5f4a4d9a,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-069:v0.1.0@sha256:104bacda92f0419c80454a4bd632d472b6ef53ac89c24c176266d226c3bfd7ba,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-069:v0.1.0@sha256:d879cd88dc547a45e25105bb4aec34c8c1acaf22d97bc858719692283e547819,linux/amd64,tasks/task_069,dockerhub-published
-070,Restore chemically consistent proteoform ion annotations,proteomics,python,https://github.com/levitsky/pyteomics,f509b761a5231e9f108780c88c2b3781266e7b90,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-070:v0.1.0@sha256:a54e1623ce467ff3366a5c064753a7f72c27e2443e5bc14d075ce42bf65768de,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-070:v0.1.0@sha256:65428a9c41233b574b2d31746f8968a2d3387bad708ec99f7e142256461d17a3,linux/amd64,tasks/task_070,dockerhub-published
-071,Repair an orientation-sensitive fiber-scattering reduction,grazing-incidence-and-fiber-x-ray-scattering,python,https://github.com/silx-kit/pyFAI,3a7adedc45c9a94585ec19bbd4622ac9f483ab9c,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-071:v0.1.0@sha256:08968262336c765e8d683cc867e2e0c3db50a99cee923ea8fa000bf4523a843d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-071:v0.1.0@sha256:0039c955ffd15cd0020334c375dd24e6c41c1b1b2a6b59b392c647db32c47882,linux/amd64,tasks/task_071,dockerhub-published
-072,Repair an incomplete DICOM color image presentation workflow,medical-imaging-color-pixel-semantics,python,https://github.com/pydicom/pydicom,b69de21c8610853493bc81d3eac79644554e4bda,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-072:v0.1.0@sha256:c9746b594a561e16a92a0718356d2bde20f564a61d882bbce1af3bcd1658dad3,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-072:v0.1.0@sha256:8683aa3c574011f36df457c54a443457cd37078c2ca48f85fcb46015c431b31d,linux/amd64,tasks/task_072,dockerhub-published
-073,Repair inconsistent alternate-conformer structure connectivity,structural-biology-pdbx-macromolecular-connectivity,python,https://github.com/biotite-dev/biotite,f8c3b8aa5473e078f91c86dcee7340eb9ed3eb97,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-073:v0.1.0@sha256:fca7d2514acb9214baf529a5d4bfddbe5e165ba24cbea63cb4d380f5f5bea483,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-073:v0.1.0@sha256:6041a2f1f781e1e02e908984c07c6de7a1e2edd67a3ce90529522ebc2e72aee8,linux/amd64,tasks/task_073,dockerhub-published
-074,Repair an ill-conditioned overlap band-postprocessing workflow,electronic-structure-nonorthogonal-eigenproblems,python,https://github.com/deepmodeling/DeePTB,e365079ea71190aaa0dc96d22253d3888c47abf9,LGPL-3.0-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-074:v0.1.0@sha256:717c4de698523729922644dc8f42dbf98071dbe48c25cf1016d425d2ceb0e49f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-074:v0.1.0@sha256:874067a5199b4db19f575c074b7cd51c1eddf03f7aa13c97810ea2873c917d86,linux/amd64,tasks/task_074,dockerhub-published
-075,Restore consistent compressed Deep Potential tabulation,molecular-dynamics-machine-learning-potentials,c++,https://github.com/deepmodeling/deepmd-kit,a9bcbc505de7d905dbc2a598b10c17a49e0131d8,LGPL-3.0-family,True,docker.io/kevinxulearning/swe-bench-science-environment-c-task-075:v0.1.0@sha256:7beaf3765d9cf49e2d3f647833f63266dfa15bc9978b753755050a66a7ec15dc,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-075:v0.1.0@sha256:c50d05f06eee0035eb02e057017cbdbfae6a9855a900ac819bb90b937285a022,linux/amd64,tasks/task_075,dockerhub-published
-076,Repair a batched parametric tracking workflow,convex-optimization-parametric-workflows,python,https://github.com/cvxpy/cvxpy,5f57b6408864caab207c28f773a14c6261689abe,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-076:v0.1.0@sha256:1a50e20a9caf81566ac7f3f9d356b04b8352a7eb3532f8a5543307ef3f0670fe,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-076:v0.1.0@sha256:c40da6ce2cafe0194e2d74ca0380587b696890713c163a17624a855c86247404,linux/amd64,tasks/task_076,dockerhub-published
-077,Repair an inconsistent oriented-envelope fallback workflow,computational-geometry,python,https://github.com/shapely/shapely,d2872f6c4d7c99b16f8a71d99cd56d0a5fe54695,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-077:v0.1.0@sha256:c0164a3b9503d40d28bdb96503976e673fd0a29c924cfb24e198cd2698d1a2e8,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-077:v0.1.0@sha256:f9f3eb576dd41c94b0407e0a0395e1df75d6cad627be53a028bc995d4f66e633,linux/amd64,tasks/task_077,dockerhub-published
-078,Repair an inconsistent astronomical aperture workflow,astronomical-image-analysis-and-wcs-aperture-photometry,python,,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-078:v0.1.0@sha256:5b91a58b57d7fd6c87dbbeab4daf50ef8f9deb08db5c5d8063d77eb67dcd93b1,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-078:v0.1.0@sha256:9a64793e10d20c2c0b719ae87a72d795435b24f5efb8577071b693ec88b6f882,linux/amd64,tasks/task_078,dockerhub-published
-079,Repair molecular-string translation for catalogue workflows,computational-chemistry-molecular-representations,python,https://github.com/aspuru-guzik-group/selfies,55f4e3437b6fb68deafa533cb00277b119e6eb8a,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-079:v0.1.0@sha256:700ef06ac1ce8d1550984b274b58f9440ca378a240bdc3064e51ab1d302fcad6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-079:v0.1.0@sha256:243dfa0eb24b77c5c08a9141b632177711d7f438177f0f737c0c2d453c14f7f4,linux/amd64,tasks/task_079,dockerhub-published
-080,Repair inconsistent geospatial raster remapping,geospatial-raster-reprojection,python,https://github.com/xarray-contrib/xarray-spatial,7d252520dbf81b168a2789a6aedfb75d04a21061,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-080:v0.1.0@sha256:bd33e55e04ded03f1911abe6f673e4217c4fed04e14db72be630c1503cd10735,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-080:v0.1.0@sha256:0bd2b80b544ce97b0ecbab0c397a5d68014ee7cb2c3133be648db3d3ca0045ed,linux/amd64,tasks/task_080,dockerhub-published
-081,Repair local study workflow,single-cell-annotated-data-containers,python,https://github.com/scverse/anndata,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-081:v0.1.0@sha256:6114de7210e1f47c1ad558a9ca8886105a5ecf5af6a8453a9c7732ac415a7431,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-081:v0.1.0@sha256:3a3f4428f0129a1302f743125649b4bea7445e57912bdd734ad3452389003efa,linux/amd64,tasks/task_081,dockerhub-published
-082,Repair a workflow consistency bug,atomistic-machine-learning-and-molecular-simulation,python,https://github.com/deepmodeling/dpgen,02a442c6bd7da9b5b2c9f958d3a103f5d6cd2a27,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-082:v0.1.0@sha256:ff25e7997b4194fb53e3df8b71d48e8db25d299bf632ebebdb6a162925e73204,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-082:v0.1.0@sha256:a829af72c8e716a904d83a590a865d07a7b9a31a8d4b7083afbf90b6611a937c,linux/amd64,tasks/task_082,dockerhub-published
-083,Repair bond-order species reporting,computational-chemistry,python,https://github.com/deepmodeling/reacnetgenerator,37b0bef6fd9d5945f1b752ac82d4f8564728cd8b,LGPL-3.0-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-083:v0.1.0@sha256:9483e6962b892e928f5f1e1c608d646d2d35c5899da15f57fa7bc8c23bd2e14f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-083:v0.1.0@sha256:a1c0f1dabd6d4c334c815cb398eda399fbb8b7739b7b5ec60ea8abb1882b7727,linux/amd64,tasks/task_083,dockerhub-published
-084,Repair ABACUS relaxation archive/reload semantics,materials-science-scientific-data-semantics,python,https://github.com/deepmodeling/dpdata,80abfc5037876c0e883dcb58cd96521397e3fe36,LGPL-3.0-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-084:v0.1.0@sha256:735e7ece88fa49a77257cfb2a59b435ed6ef511e99cc1739e24b366ea129836b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-084:v0.1.0@sha256:8cbe4554c727f25c1584f79c48f574a3d08e1fcf6d3c4cb32df36a7d8482216a,linux/amd64,tasks/task_084,dockerhub-published
-085,Inconsistent archived observables,computational-chemistry-and-solvation,fortran,https://github.com/dftbplus/dftbplus,d4da8c5027b643291f3a6295efd4340ce79d6a36,AGPL-family,True,docker.io/kevinxulearning/swe-bench-science-environment-fortran-task-085:v0.1.0@sha256:c4613c3e94fefc6cd721075d314d4fc463269cdd92cf7f6d0b656078a838a7cd,docker.io/kevinxulearning/swe-bench-science-verifier-fortran-task-085:v0.1.0@sha256:e68ac55c7cfb257756103351c305b97789d72f1e79203305d2aa7fa39e657eb1,linux/amd64,tasks/task_085,dockerhub-published
-086,Repair a silent MatGL fine-tuning incompatibility,atomistic-machine-learning-potentials,python,https://github.com/materialyzeai/matgl,02b415ba8bb25244bc5e3ad970491f0fbbea0292,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-086:v0.1.0@sha256:7a54bd7e811a51abdd7571abbc03213eece0310016b174bfa52dcbe4ad171476,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-086:v0.1.0@sha256:fb47312ac7443db59115807334c5d2345e3a2fb7a8f83d89bc8bfb48f7ce4bac,linux/amd64,tasks/task_086,dockerhub-published
-087,Repair a silent diffusion-MRI denoising inconsistency,diffusion-mri-denoising,python,https://github.com/dipy/dipy,ee6016ab81dd649ab40439d75212f35669302810,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-087:v0.1.0@sha256:5a00e4d7a825618ba70259ef5c5e229f7ba2549ab7648ead6fc91fce31256793,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-087:v0.1.0@sha256:b1ce39c75913bccef5f09acfd2b989857c071fc64c7fdc0dbff092e14dc5270f,linux/amd64,tasks/task_087,dockerhub-published
-088,Repair a boundary aggregation failure,boundary-aggregation,python,https://github.com/pydata/xarray,0b071e369a88f6672accc2a99c40d3b4b334f2f9,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-088:v0.1.0@sha256:c98a81a135c210d7681b57574c8f39a00f1a92778e458dc5300a7f2775e2ba6f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-088:v0.1.0@sha256:9f8a00b079fb998f0672f57af8f75628dabc8582122a294f2b20cd304503ac6e,linux/amd64,tasks/task_088,dockerhub-published
-089,Repair inconsistent ORCA excited-state oscillator strengths,computational-chemistry-spectroscopy,python,https://github.com/cclib/cclib,6ba33bdd48bf336a81400147d2870323b241e457,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-089:v0.1.0@sha256:87e8b70f8d192990fe5a0f5d1773dcb304ab1bf5074a187236f2e0bd041ba356,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-089:v0.1.0@sha256:66ee7d7df906e3cad4e9d27664f1c6ea9bd6673ef36d5ddd61f5aaa75c88db60,linux/amd64,tasks/task_089,dockerhub-published
-090,Restore multidimensional NMR acquisition grids,nuclear-magnetic-resonance-spectroscopy,python,,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-090:v0.1.0@sha256:a2a7d3de4b603c2e170a1ea679103aeefdd43c1503f5c2210f32fec9f51e3efa,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-090:v0.1.0@sha256:8ba7b5dff3e7bd208683b7d457ebfe6277ce4bdd218bea4d2e0ea322f49a5007,linux/amd64,tasks/task_090,dockerhub-published
-091,Repair a workflow regression,materials-science-volumetric-data-semantics,python,https://github.com/materialsproject/pymatgen-core,c8cfee71f3ce5d92c5b5f6ca3d363f8f3a9f4495,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-091:v0.1.0@sha256:e99b9784d9297b360713e12ff77833dfa629f31298f504322fa3ee98dc833ed8,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-091:v0.1.0@sha256:274078dbc1df8898a9f4d704e0e833c21b54447ff33e78314d2cc6e8c2e16435,linux/amd64,tasks/task_091,dockerhub-published
-092,Repair inconsistent Chemprop reaction observations,ai-chemistry-reaction-property-learning,python,https://github.com/chemprop/chemprop,1f367d55d1bac14dd6b9e0cd5746574fcfab9a59,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-092:v0.1.0@sha256:43ddc1b17809459d59ff0d6eaf8886368305e6164d7076d81a1660685a8dfac5,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-092:v0.1.0@sha256:6eac8072686557e2a87b94a3600cdb5e6e1a94862c97c69cdf34a916ea0d7c83,linux/amd64,tasks/task_092,dockerhub-published
-093,Repair a patient-space round trip in MONAI,medical-image-processing,python,https://github.com/Project-MONAI/MONAI,5a644e4edcc37e5c963e52fda6fab4c85b3ff02e,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-093:v0.1.0@sha256:5a60042d49b60549e07475ed0d0f717e1ceddac7c1e7832cec4803a8c5647e6a,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-093:v0.1.0@sha256:1a0872591921ff43bf480d6d6daa9e99f8f30c94d74f308337235ca21fe08e26,linux/amd64,tasks/task_093,dockerhub-published
-094,Repair magnetic-space-group operations across archived settings,condensed-matter-magnetism-and-magnetic-symmetry,python,https://github.com/materialsproject/pymatgen,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-094:v0.1.0@sha256:29e3fa554e2177b07fb0e7f1cc9b470dd310202d31612af2e75baef512ae97e4,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-094:v0.1.0@sha256:0b8980bec95351d787ad34347fde67096254dbe62b04ceb69b5d4fd0f8ea86df,linux/amd64,tasks/task_094,dockerhub-published
-095,Repair a repeated porous-electrode transport workflow,new-energy-materials,python,https://github.com/PMEAL/OpenPNM,d8efaa211ea6721cc4a718890f11fb60b8b43326,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-095:v0.1.0@sha256:08fb28caff95e4cc11459e4bc8d21965e2b52cfa2ad1829e98aa440eba3f47be,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-095:v0.1.0@sha256:9e1febafa3ee120cd3fdf92d8882fc81ac9c1f6215094130cc8f58de53fd82f9,linux/amd64,tasks/task_095,dockerhub-published
-096,Repair a wrapped tropical-cyclone hazard workflow,tropical-cyclone-hazard-monitoring,python,https://github.com/CLIMADA-project/climada_python,104dfdb64ed00fce6c49a5d67be371f4fca016dd,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-096:v0.1.0@sha256:b5d83702d5a8bf8b17ce88fe6c95847eaf8b4ad5132e037fbaf6727154256a5f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-096:v0.1.0@sha256:f83195b4ce577c453e2228e642418f22e935ebd835db2a0c168b8b7c93be28d9,linux/amd64,tasks/task_096,dockerhub-published
-097,Repair spin-model consistency in DeePMD-kit,magnetism-and-spin-models,python,https://github.com/deepmodeling/deepmd-kit,6c3b985cbc6e2dec51976a20ae51214186c693b5,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-097:v0.1.0@sha256:d568b716103abb844e7d5f8e92693fc9bda65f9329fa82628da0433f52660de2,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-097:v0.1.0@sha256:f3cb6aea78fe4974c5f9fa31a55c02cec54773666d27857bfa0c1d9b79856ba1,linux/amd64,tasks/task_097,dockerhub-published
-098,Repair inconsistent satellite parallax geolocation,remote-sensing-and-geostationary-geolocation,python,,,UNKNOWN,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-098:v0.1.0@sha256:7749c5504674fd868d0c9f318caa3bddbc2eb7beaa77fc4b92822b0c19ced514,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-098:v0.1.0@sha256:60c92aee990b8ff7809aa094f99a6ada0935ac7fe605bfa6f90345912e56e598,linux/amd64,tasks/task_098,dockerhub-published
-099,Repair an inconsistent GNSS point solution,satellite-navigation-and-gnss-positioning,python,https://github.com/Stanford-NavLab/gnss_lib_py,9a4e467ba06e636ffa4de6ceee302cefee8b2a34,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-099:v0.1.0@sha256:99a563d1d49d0ae4fcff3a709bf6eadb46e5c1514ec902545d7c4fa7b11c529a,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-099:v0.1.0@sha256:821dfafb1035f4ffe52e58226ae63be3d779edcdd077cd1e2890b9916b67a97b,linux/amd64,tasks/task_099,dockerhub-published
-100,Repair calibrated framework embedding relaxation,reticular-chemistry-and-framework-geometry,python,https://github.com/DCoupry/autografs,c2f22341f2b1eb2f619b76534cf4abe2e5e6b3a3,LGPL-2.1-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-100:v0.1.0@sha256:9bfa2b87a911734bd13a90d76db6e6fc482793b851cfe9e37e2616368eb4ea8b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-100:v0.1.0@sha256:24d7057aa54c241cb71822a31b12711ad36c6d13c53d58af790290752df9ef84,linux/amd64,tasks/task_100,dockerhub-published
-101,Repair an inconsistent battery-model reproduction,lithium-ion-battery-modeling,python,https://github.com/pybamm-team/PyBaMM,1e9fbcea25b78a0a633face62b077dae1f92bf62,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-101:v0.1.0@sha256:fd4bfc3ad2bcdaa12f1e2c7f8451646b14175f70bfd76a5066b06fbc8fa775b6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-101:v0.1.0@sha256:d87a3417f48574040b26cf616241f4f448f766aac2c04b1945ad05392ec04840,linux/amd64,tasks/task_101,dockerhub-published
-102,Repair an inconsistent polymer coordinate workflow,polymer-coordinate-generation,python,https://github.com/marrink-lab/polyply_1.0,160e9707d844ad1b108e1d8184152050d16088a0,Apache-2.0,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-102:v0.1.0@sha256:961828d6d0051e381646dc093bc531e80659fb62b7bda3181e6d624aa381efba,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-102:v0.1.0@sha256:efc0d2d6b049ecc34b2272455392e8eaec4e82f52d340a1b944597cbbb00342b,linux/amd64,tasks/task_102,dockerhub-published
-103,Repair symmetric composite laminate ABD calculations,high-performance-fibers-and-composites,python,https://github.com/SteveDoyle2/pyNastran,bdff2bb616847a058960c56328b68e36ab3764e3,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-103:v0.1.0@sha256:8b1934f764347452d72e5a136b8925daf6002803df163fdda7285f9757831467,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-103:v0.1.0@sha256:6eee1cc75c6043694dc04e4d6de95a09eb4300c684c9901cb64fde126651ef29,linux/amd64,tasks/task_103,dockerhub-published
-104,Repair inconsistent finite-volume advection edge states,energy-materials-and-finite-volume-transport,python,https://github.com/pybamm-team/PyBaMM,4cf09f36bb4afb42c661e8765e14b4527581eff7,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-104:v0.1.0@sha256:0d857f3eb3f235360133e7ac9f179871788984cc44ad877c33592de25b9a6d55,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-104:v0.1.0@sha256:255bdf4c710228c19cbdb1ae9add8b9740edc29edc129361dc83e13bd1c07e6e,linux/amd64,tasks/task_104,dockerhub-published
-105,Restore a stereo-preserving tautomer workflow,drug-discovery-cheminformatics,python-cpp,,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-cpp-task-105:v0.1.0@sha256:c300da3c9e6851ebd49f1aaee9d30b11edfb3ff0d116687fd6d648d1dc237f9b,docker.io/kevinxulearning/swe-bench-science-verifier-python-cpp-task-105:v0.1.0@sha256:f1db6d0edacb4e211696f3e954c59bccbe2beb5ef28ea730dc73ee2bbb041d69,linux/amd64,tasks/task_105,dockerhub-published
-106,Reproduce and extend a version-pinned MAP4/MAPC retrieval protocol,chemoinformatics-molecular-fingerprints,python,https://github.com/MLCIL/scikit-fingerprints,839001468ba8f8da64ba9d54b33fa33c795ed3c5,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-106:v0.1.0@sha256:06c0ff508ca79a201a203fbdba027bc4325e83a9d66ea6da91dc6edb5a3bfc70,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-106:v0.1.0@sha256:1cd49e20a456955be7217fb7d096e81562c9bbc081931055fd3e719ee9eaf111,linux/amd64,tasks/task_106,dockerhub-published
-107,Repair a public symbolic workflow,computer-algebra,python,,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-107:v0.1.0@sha256:0d36982015454e5d48e5d6f24a8964813386dfc86bd7d2bb6b89c5183b18a289,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-107:v0.1.0@sha256:dfc6b902fd30de1a96bf83fc929da8a7fd05d2bdbbc9ca9b0a4dce53107363f9,linux/amd64,tasks/task_107,dockerhub-published
-108,Restore stable Jacobi theta evaluations across difficult regimes,computational-mathematics-special-functions,python,https://github.com/mpmath/mpmath,5e683847c782a4c38ec71b8a88e6b1fbd903548f,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-108:v0.1.0@sha256:27ee5433771c81d7c81fe8dd421f6be77525f2970022969db930273d2c361cc0,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-108:v0.1.0@sha256:c7d2a5a47ab0b41c8da2154568fc37a12cd8da33569e1e73c41ddd2556550bf5,linux/amd64,tasks/task_108,dockerhub-published
-109,Repair paired wrinkle FE analysis,high-performance-fibers-and-composites,python,https://github.com/elhajjar1/wrinkleFE,e81538d9a2ab5031559d0dd74b742ded5465406c,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-109:v0.1.0@sha256:28e18df47f0a3b6a207c6c8ecfc9c13ecf92888acf3abd19c8bb172636b9934a,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-109:v0.1.0@sha256:401e19dafcba0c5e8d08b55e01eca2380927e41be82c2144d9e99e3a86968d9b,linux/amd64,tasks/task_109,dockerhub-published
-110,Restore consistent cross-section analysis results,high-performance-fibers-and-composites,python,,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-110:v0.1.0@sha256:31221c81a3b4eecab2d2a678620d800acdb02f804093d809656ad695b4e667d6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-110:v0.1.0@sha256:f73746797050455f54de4c5aef6c2d50ad43601623072479fda97d9d80bbece7,linux/amd64,tasks/task_110,dockerhub-published
-111,Restore consistent tapered-filament free response,computational-mechanics-and-soft-filament-dynamics,python,https://github.com/GazzolaLab/PyElastica,46ad665fb84bda0c2d9b3392b6f2ef2388af1358,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-111:v0.1.0@sha256:3ffa5e7326116f513a3a357db186b3c1d115e7b95328eec5a0c7646530eabf72,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-111:v0.1.0@sha256:3babb2ab453edfca93f09d4a4c2412a8eed02c686db64d4f122b656cb04be6cb,linux/amd64,tasks/task_111,dockerhub-published
-112,Repair an inconsistent hybrid-section plastic capacity workflow,high-performance-fibers-and-composites,python,,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-112:v0.1.0@sha256:cf1d158d5fff8dc097eb9656e900a1db377e2d117cbcdd1f974abd1fd19c97d9,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-112:v0.1.0@sha256:30342a49f647f500a584e94e70157d8fde2a5f444c2d2c6f85eaf5cbf40ee421,linux/amd64,tasks/task_112,dockerhub-published
-113,Repair an inconsistent solar-resource workflow,renewable-energy-modelling,python,,,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-113:v0.1.0@sha256:ed2da0d993479cb7e2468edd003d7e0995b64c12f531af018f1e6342bd7b6298,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-113:v0.1.0@sha256:9cc086c8edab07c617306a43a0e2bf7e2e2f70003734287d40e84138fdd73c11,linux/amd64,tasks/task_113,dockerhub-published
-114,Repair an implausible storage history at a planning-epoch boundary,power-system-energy-storage,python,https://github.com/PyPSA/PyPSA,895bc26c721abbb826d7f8caf51587a66c69f15d,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-114:v0.1.0@sha256:d00e869c664e260a5f304cefea76ebc24b7771534511614557b49dabff377790,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-114:v0.1.0@sha256:413bf5a0fb0be52e587cf96314cfa625a9a55c8214506562b79d74aa5221074e,linux/amd64,tasks/task_114,dockerhub-published
-115,Restore physically meaningful structural stability checks,structural-engineering-and-disaster-resilience,python,https://github.com/JWock82/Pynite,147c7aa24ec30b1c6a4d4820446915380752877b,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-115:v0.1.0@sha256:b1349937225fba8160651c9b9b218d1c8eef9c8c0f38e2a97620ac6f69d285e8,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-115:v0.1.0@sha256:a1b79491c7ee62a7541fe24e1053d2094f439d23b7b1fadff3f2086f9044b3ed,linux/amd64,tasks/task_115,dockerhub-published
-116,Repair mode-dependent structural analysis observations,structural-engineering-finite-element-resilience,python,https://github.com/JWock82/Pynite,,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-116:v0.1.0@sha256:915ef0a612a06d17d0dae56aa1481524f7ff3a522e8373acf846faf6e5bd9423,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-116:v0.1.0@sha256:0f6df9acdb29e887cbcce79b2fe207237fee4edfbf825459002da778c7ccf90f,linux/amd64,tasks/task_116,dockerhub-published
-117,Repair inconsistent lateral-frame member observations,structural-engineering-disaster-resilience,python,https://github.com/JWock82/Pynite,573e51689fe5fe54f279a7a875e431a35355fe73,MIT,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-117:v0.1.0@sha256:194616d6aabade2a36d9d1076a2628f50790c9a88beccd353de1a508b3a5f417,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-117:v0.1.0@sha256:4bff5cf1692b605c6de4c67fcaa834de3c63bcece3857dfb0074aee990b8a7ca,linux/amd64,tasks/task_117,dockerhub-published
-118,Repair inconsistent periodic molecular energy representations,computational-high-energy-molecular-chemistry-periodic-models,python,,,AGPL-family,True,docker.io/kevinxulearning/swe-bench-science-environment-python-task-118:v0.1.0@sha256:d368971b40f90dbf4197b0a285dd19086c66fb8287bc96f8c4601be5b2c0f95b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-118:v0.1.0@sha256:1e5311b58eae5b34988b4a7b193b50e3dae7e6037605b1deaeb2c854a3de4cd5,linux/amd64,tasks/task_118,dockerhub-published
-119,Repair a molecular curvature workflow for reaction-path analysis,quantum-chemistry-reaction-paths,python,https://github.com/MolSSI/QCEngine,dd5eec6bfefa11ffe0ec81e2c4018003e8e39f2b,BSD-3-Clause,False,docker.io/kevinxulearning/swe-bench-science-environment-python-task-119:v0.1.0@sha256:bd74671fe69b403be15607d8f221b5e2528cb8fac5ea76561542af3ac3421bdc,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-119:v0.1.0@sha256:17807f4660a135d0d24a77e806d34f7fb1708117ab490bcdd0c4711ef5c5b560,linux/amd64,tasks/task_119,dockerhub-published
+task_id,title,domain,language,repository_url,base_commit,source_license,gpl_family,restricted_license,license_gate,environment_image,verifier_image,image_platform,task_path,status
+001,Repair omega-dependent range-separated PBE workflow in a real PySCF STRSF repository,density-functional-theory,python,https://github.com/aditisingh4812/simplified_tuned_range_separated,f794ca5265d38906782506f1ac4e197b4e273fc4,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-001:v0.1.0@sha256:ba7befeae4625761cb107ea17ff7962f0d7fd45a71eb25cf75369dc93da8f9d3,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-001:v0.1.0@sha256:3cf671ebe637b067246b05330c0c95c82bd0e1445fafaa3de1b6c1c4d1d7cd64,linux/amd64,tasks/task_001,dockerhub-published
+002,Repair an inconsistent reduced validation workflow,density-functional-theory,python,https://github.com/aditisingh4812/simplified_tuned_range_separated,f794ca5265d38906782506f1ac4e197b4e273fc4,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-002:v0.1.0@sha256:13e8c428f486c685ec92b031e46f3520bac3d4e26b6bdd83fde9826a488b7761,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-002:v0.1.0@sha256:a863b98f920e1e9b1aede8bd0460d039628aab19a413cce3dad7417028e1bd1a,linux/amd64,tasks/task_002,dockerhub-published
+003,Repair extxyz stress and virial tensor-label preservation,atomistic-machine-learning-data,python,https://github.com/deepmodeling/dpdata,4d8048b51ee0cc00caa4854844c28b7f892fd908,LGPL-3.0-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-003:v0.1.0@sha256:f161a1e658abd71c5c3abda59b61814a2c5bf140a4826b5598a917d62a258f4e,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-003:v0.1.0@sha256:4d2e13b726b99a0c9d302ba913cdaa727c49fdc403b65b68918ec70c1713a790,linux/amd64,tasks/task_003,dockerhub-published
+004,Repair split-read exon-overlap filtering,rna-seq-genomic-interval-semantics,c++,https://github.com/arq5x/bedtools2,0f45761e8ef6ffc093f649b0145788577a62ed33,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-c-task-004:v0.1.0@sha256:290695ddb1d2a160142311b604ccb61ff5d51d9500b6d218c56b43cbb94d9620,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-004:v0.1.0@sha256:2553def59dc88f1886ad281da1d561600560a6f8391f177d33bb9f4975e7cc4f,linux/amd64,tasks/task_004,dockerhub-published
+005,Repair edited MRS subspectrum polarity handling,magnetic-resonance-spectroscopy-processing,matlab-octave,,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-matlab-octave-task-005:v0.1.0@sha256:a2c49556f75e3dc3fd7f186e6309b2af8def8b724a950abe28fec9c317043440,docker.io/kevinxulearning/swe-bench-science-verifier-matlab-octave-task-005:v0.1.0@sha256:a7504e832bbcdd27a696ef1a476ae48afae9b470fcb38037c5eb24fd30ccf3b0,linux/amd64,tasks/task_005,dockerhub-published
+006,Repair inconsistent genomic interval enrichment counts,genomics-interval-statistics,c++,https://github.com/arq5x/bedtools2,ac6b252a3a6df2498757d76190b2b164cc591453,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-c-task-006:v0.1.0@sha256:f740af3206582652b34972f662852a98c370ab94b5e4c1fccb88d065f8abae04,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-006:v0.1.0@sha256:21e0cc23312edf271bb76b5cb35e61125952ff0056813c8e15c52713b6a2e5f9,linux/amd64,tasks/task_006,dockerhub-published
+007,Repair unstable spectral registration for drifted MRS transients,magnetic-resonance-spectroscopy,python,https://github.com/openmrslab/suspect,2254ab2ae6194b41487c933039c5f2ea204e5107,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-007:v0.1.0@sha256:3d7361fdd902b7603b13befdaee0d7a2bcfb2d1f3f970633c981bd5b975103ec,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-007:v0.1.0@sha256:ba9b6eeba1b6ac397d7878bff2d920b1137caf4fda6909422fa9001aab26b24b,linux/amd64,tasks/task_007,dockerhub-published
+008,Establish first vacuum-plus-wall external-region capability in the TERPSICHORE-native path,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-008:v0.1.0@sha256:e65d078c640c84fcd915c520a99d477b3c650ec137056a552ea8aa505d0a19ec,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-008:v0.1.0@sha256:5f02708ac41337aa21e611a45fc0b398613378833718f2900a18ae753808974a,linux/amd64,tasks/task_008,dockerhub-published
+009,Enable projection-wall external-region support in the TERPSICHORE-native path,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-009:v0.1.0@sha256:a40f148e84915c6a8b0cf89b8cf6ce27d7aedb4451c4bcaee715a55b295831e4,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-009:v0.1.0@sha256:73746f77074cfc0a1b7abaebf7f95d877a883a454eb8e4e48ef5db52c5ccceac,linux/amd64,tasks/task_009,dockerhub-published
+010,Complete alternate perturbation-representation support,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-010:v0.1.0@sha256:647be22b8cc7a897a02a21d624e72a02f3ee49ff44f6524e85d6e244ecb677a7,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-010:v0.1.0@sha256:fe5b09f4a5b92039fc793cd50a3feb28c9828eed93a42e4392fb2ea0d0402d11,linux/amd64,tasks/task_010,dockerhub-published
+011,Complete the Missing Response Capability,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-011:v0.1.0@sha256:9ad40bda1a487a22ba30afd79d7c99cc16533444404a653f74c21c189855acbc,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-011:v0.1.0@sha256:a2cce1bf22739b0728b7de005fb8bf8473fd95cc362409fc529a918dd4ca87b7,linux/amd64,tasks/task_011,dockerhub-published
+012,Complete 3-D Cross-n FOURIN Spectral Coupling,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-012:v0.1.0@sha256:4b4284b2dddfead4001e9be44b2dc8807b7b30043dff03541cbfe925bf44b066,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-012:v0.1.0@sha256:3ccc8ecdaed2fce6d60b926a927315995930a3f75a1713470564b11f2622e47c,linux/amd64,tasks/task_012,dockerhub-published
+013,Establish boundary-regime operator and energy closure in the TERPSICHORE-native path,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-013:v0.1.0@sha256:440fac5af67d594f3353b77e800fd23a0b0b57c6ce8b491cfa96fa70f8386ae6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-013:v0.1.0@sha256:f68b8c823724cca42f43145922859e183a018c5ea9c4205fe5b61e3ecebac878,linux/amd64,tasks/task_013,dockerhub-published
+014,Complete the native multi-equilibrium TERPSICHORE workflow,plasma-stability,python,https://github.com/PlasmaControl/DESC,ab1c5a33031a2e64581f5e663ef8e2f6203a5220,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-014:v0.1.0@sha256:d43ca8fee4244a69302cb5c69bbefa88e6ded15761589ed73c56f2e6077ffb10,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-014:v0.1.0@sha256:9d4ec1597ff0ea20e8355f790a4d8fcb0198dec12a7ccfefe6a18cdd205b7362,linux/amd64,tasks/task_014,dockerhub-published
+015,Restore thermal-equilibrium invariants in a Liouville-space relaxation workflow,magnetic-resonance-spin-dynamics,matlab-octave,https://github.com/IlyaKuprov/Spinach,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-matlab-octave-task-015:v0.1.0@sha256:b7ff9bd36cb3192e650ec44bf8e67c759a2082b0c7e4e75ed482995d476ba25b,docker.io/kevinxulearning/swe-bench-science-verifier-matlab-octave-task-015:v0.1.0@sha256:c177454ee8a6507ed2decf46b803a405d92b326da3d7de660197e125ff273699,linux/amd64,tasks/task_015,dockerhub-published
+016,Repair HMMRATAC peak refinement under sparse signal resolution,chromatin-accessibility peak calling,python-cython,https://github.com/macs3-project/MACS,a341a2f0ede26735f744d6d5e3b0f7ac1861cfe9,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-cython-task-016:v0.1.0@sha256:6d34aa3b31fbe05c100f041765d9a80c9a389db4a58dd3dec6d051cf756b9ff3,docker.io/kevinxulearning/swe-bench-science-verifier-python-cython-task-016:v0.1.0@sha256:9b8e3efae0b9f9978ac842d43bcb7ac279f98d5a5c8ad91bc06286d55b60116d,linux/amd64,tasks/task_016,dockerhub-published
+017,Repair dark-matter line-of-sight maps in Gammapy,gamma-ray-astronomy-dark-matter,python,https://github.com/gammapy/gammapy,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-017:v0.1.0@sha256:8dd3e5daae6c78f1bcf4a9713aa983048d6ed8a25a221792a6c09d5b0b6e8628,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-017:v0.1.0@sha256:d5e1f280d98ae2142f4a5a88f2203681710ecffa75544f59464f87d1b0de6fda,linux/amd64,tasks/task_017,dockerhub-published
+018,Restore blacklist semantics in an HMMRATAC chromatin-accessibility workflow,epigenomics-atac-seq-hmm,python-cython,https://github.com/macs3-project/MACS,f01cb680e239192484ab672b9e34531b1403eb3d,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-cython-task-018:v0.1.0@sha256:89e99d411185696887e7f538559b5b6b7e96ef80826e567686b38a7c236ba0e6,docker.io/kevinxulearning/swe-bench-science-verifier-python-cython-task-018:v0.1.0@sha256:8b1dd5120cf838ae85b5b2824d2d9fdf419b830b49127d10e3c0d34ef38ead8e,linux/amd64,tasks/task_018,dockerhub-published
+019,Complete robust topic-to-cistrome binarization for independent probability matrices,single-cell-chromatin-accessibility,python,https://github.com/aertslab/pycisTopic,cb5f54111d2affd89ad732c20c14dab6138026f0,Academic-NonCommercial,False,True,noncommercial,docker.io/kevinxulearning/swe-bench-science-environment-python-task-019:v0.1.0@sha256:2640cbaa3fbd5ede86dd353b7f48173230d80448581bbacc6d434b9a13f9966c,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-019:v0.1.0@sha256:ffba9cf85dd9585323f72ac3e160da993c4f9ebb66846aa95071a62346e62330,linux/amd64,tasks/task_019,dockerhub-published
+020,Complete an edge-graph geometry and force/virial capability for atomistic models,atomistic-machine-learning-and-molecular-simulation,python,https://github.com/deepmodeling/deepmd-kit,44f44acb2b9a56f55609ec7f0594d9b6fa01cb92,LGPL-3.0-or-later,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-020:v0.1.0@sha256:da151294981c7487cd2b48c3b2f95eee3a66afca3ff00e2ea1e8bc4e24dc8443,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-020:v0.1.0@sha256:373d19decc97090d881cd8c39d3e9b8eeb9481ec4f7d2dfdda10b29ec11b92f6,linux/amd64,tasks/task_020,dockerhub-published
+021,Complete a missing atomic-liquid thermodynamic-integration capability,atomistic thermodynamic integration and free-energy calculation,python,https://github.com/deepmodeling/dpti,9d90fd83c1eec85b7e204bb87f281df0b592623a,LGPL-3.0-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-021:v0.1.0@sha256:67e1047313c9010d69249bed758dfad28ef6108ac3627b3ae39149fcbb90a00e,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-021:v0.1.0@sha256:4556f2a24cf62743731721b1c2e36f82a08ca5c173f639e47b305e93bcd2013d,linux/amd64,tasks/task_021,dockerhub-published
+022,Repair an inconsistent volume-to-surface projection,neuroimaging,python,https://github.com/nilearn/nilearn,fefa4d30c262384ebda0f1123a1691abf466a9f0,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-022:v0.1.0@sha256:0c0ed46caaa7b0d52a862dad6461ebdc165396fe7f96e8e50df3e4fed8155cf2,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-022:v0.1.0@sha256:ae3adfc761d0744164c6e5e45f686cd766b5ceb1ac17c8c590ce074e0dee938e,linux/amd64,tasks/task_022,dockerhub-published
+023,Restore continuous NPT periodic-boundary unwrapping,molecular-dynamics-periodic-boundary-analysis,python,https://github.com/MDAnalysis/mdanalysis,2acd594449c02c2a354b07291031d89b50b52186,AGPL-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-023:v0.1.0@sha256:26adc2c4f41e400af9bd961ffbfd52711abd2f7a1856deac6eb462d4c6ebf8f9,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-023:v0.1.0@sha256:20999504b153a946750db97cc28b7458975f6399b7e146350955a1532ad140f4,linux/amd64,tasks/task_023,dockerhub-published
+024,Restore coherent inference in a centered factorial-effects model,probabilistic-scientific-computing,python,https://github.com/pymc-devs/pymc,9ee5d84b5048aea0690bba2629ece684656ad186,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-024:v0.1.0@sha256:6432ca66d7b714d23f5ce315cc1b3ce39dcf7937046d46be4bb470d059c92dcd,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-024:v0.1.0@sha256:e641ce128a4db3c75da315e0b85872c2f65a064badbb5e05a972fc4a71b2c30b,linux/amd64,tasks/task_024,dockerhub-published
+025,Repair inconsistent cross-protocol Osprey validation reports,edited-magnetic-resonance-spectroscopy-workflow,matlab-octave,https://github.com/schorschinho/osprey,24e89ec3ac278cc642ce06cbbe30321155435e0b,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-matlab-octave-task-025:v0.1.0@sha256:eebf7a8137f4a36b5d7f27d49bf52596cf342700ca016f003c723f1affab8626,docker.io/kevinxulearning/swe-bench-science-verifier-matlab-octave-task-025:v0.1.0@sha256:8da94067fe1009753dc73eaf8410b8fe743212c8c1929cc43cb450d3292aac01,linux/amd64,tasks/task_025,dockerhub-published
+026,Restore isentropic interpolation for terrain-following model data,atmospheric-science-isentropic-interpolation,python,https://github.com/Unidata/MetPy,34d14b293c9e75dfff5422c0461d48731916d773,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-026:v0.1.0@sha256:425b952ba92036d8fe6b7a240e0ee7a57ceafc456e68e8297d8d814e06988593,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-026:v0.1.0@sha256:46fadf320df6b6adca39a81c2e83a3f16f8fa486a2adfefdc56a0518edb5db45,linux/amd64,tasks/task_026,dockerhub-published
+027,Restore consistent NMR peak-set encoding under batch padding,ai4science-nmr-structure-elucidation,python,https://github.com/little1d/NMRTrans,9e59a111d201c1c3aee6db079fe1ea2c6a2d8ba8,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-027:v0.1.0@sha256:a0b2b795f21ebf2107c72a04657c3f5dedf1ef816974bedf0e765e8f3d1feafe,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-027:v0.1.0@sha256:7553e8b9d60ddba9b86ee74d4f200929dfaed195b79a7e29efa3713f93e5a656,linux/amd64,tasks/task_027,dockerhub-published
+028,Repair control-referenced relative responses in a single-cell perturbation workflow,single-cell-perturbation-response-modeling,python,https://github.com/JialongJiang/DSPIN,cbedc58e2127d912895defa95c65a623fa2f67d6,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-028:v0.1.0@sha256:c9ed2829a11ec5fc42b54d30bbcd8e2b51f82061a7c0476564d073ed66f3d915,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-028:v0.1.0@sha256:4c4ec965b94251ab9b163fe1294a4e863dc5a2b0a005dabb51dbaa5a5d6c95fe,linux/amd64,tasks/task_028,dockerhub-published
+029,Restore annotation equivalence after circular-record orientation normalization,genomics-sequence-annotation,python,https://github.com/biopython/biopython,fb0e7f522d714d76eec42f5fd428eb7942a11dde,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-029:v0.1.0@sha256:ef7e5c2b118cfb635fe2a38a96a3e74a8b8ccad4f45c4420a262224cde2aed3d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-029:v0.1.0@sha256:bf60c02145e60447a42aa0e8205c11851bafae01fb38da1969c8ca9697ab119f,linux/amd64,tasks/task_029,dockerhub-published
+030,Repair format-conformant SHELX/AIRSS .res export in a crystallographic IO workflow,crystallography-file-format-semantics,python,https://github.com/materialsproject/pymatgen,585bb673c4aa222669c4b0d72ffeec3dbf092630,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-030:v0.1.0@sha256:78f08b2d5abbea8a230c26ba7870f472e7888a8a99bf8a7a860164bbd77f0e95,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-030:v0.1.0@sha256:c2f2d33b4f3eac896abeb9dff00a81386b8e763f5aea124aedac4b9f6a8e9a60,linux/amd64,tasks/task_030,dockerhub-published
+031,Restore documented average-reference semantics for mixed-modality recordings,neurophysiology-signal-processing,python,https://github.com/mne-tools/mne-python,3b3f3afb0e46a6ac6b97e6ecfbc2414497ea9a3a,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-031:v0.1.0@sha256:d4140ef5964abbe2f30c6df0ce3348263ae7696d2e1bd45fa022a63165439437,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-031:v0.1.0@sha256:11198de9a24cc54ef854642f96d3106d3e50e5e69f86e3d1e88da26254cea4be,linux/amd64,tasks/task_031,dockerhub-published
+032,Repair an inconsistent peptide energy after topology import,molecular-simulation,python,https://github.com/openmm/openmm,d2f76949b3ccac1139f0a0a0d1459aa47e2f0a98,LGPL-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-032:v0.1.0@sha256:1f1e710ff121fc590e1a1bcc0d6e35b6b20488b67b4ff2ea9e088c5ed5b3c617,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-032:v0.1.0@sha256:b33b42c56351b94f8e871921d9c51b3edba1f2317186ec51db8d0e7a49c1a0c4,linux/amd64,tasks/task_032,dockerhub-published
+033,Repair inconsistent energies across equivalent periodic representations,periodic-electronic-structure,python,https://github.com/pyscf/pyscf,802cd37e9dc6abb52f30d84bb422b6ee15493fc9,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-033:v0.1.0@sha256:44845aa0036b539e82cf042b31b278ab3e4dba56dd5d0abe1da426466a4d1c49,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-033:v0.1.0@sha256:02bd79559d1d6180dbcc19db90b316567798ba192fed39d51bc1f5c20adca064,linux/amd64,tasks/task_033,dockerhub-published
+034,Repair an inconsistent stochastic trajectory calculation,stochastic-numerical-analysis,python,https://github.com/patrick-kidger/diffrax,56d78e1acbdc9c1493caef17a34777931430f3bf,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-034:v0.1.0@sha256:7059fdb21c925acab3c847faecece53d294086745e3f4e373473aab44b180edb,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-034:v0.1.0@sha256:232f4698c8988c515640b1225e1a25b275b3a3bcc0658c08697e37dfdb740a64,linux/amd64,tasks/task_034,dockerhub-published
+035,Repair an incomplete stiff-kinetics campaign,numerical-analysis-and-chemical-kinetics,python,https://github.com/scipy/scipy,c4e7f1146556f4b038bfbfc0912ac3843e844c55,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-035:v0.1.0@sha256:ade094c8b37641bf91ee9e09c12b5dcd6ff0f0251613c73c73b7e0f0109a170f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-035:v0.1.0@sha256:5bdf5079219dab4d67b255724888338b3d5602d4dd24df83723b27a699f578b9,linux/amd64,tasks/task_035,dockerhub-published
+036,Repair inconsistent sampling on a spherical curvilinear ocean grid,computational-oceanography-and-spherical-geometry,python,https://github.com/Parcels-code/Parcels,439ea290f9a75c3cbd66d79333fed475f92aeb00,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-036:v0.1.0@sha256:85db05aa83f3c2408533a237892331b08af27cdbc4a380e772eb5810fcd7c8d4,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-036:v0.1.0@sha256:c0bab454078f7f8f8fb3474977e6be7f057aecb040e936a92d95ececdb091d29,linux/amd64,tasks/task_036,dockerhub-published
+037,Repair an inconsistent multiframe MR reconstruction,medical-imaging,python,https://github.com/nipy/nibabel,5d10c5b8bb09576e24e9d316da1019fb909d7d32,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-037:v0.1.0@sha256:526eaf4f7800f715fda24e8c515162d91a2e89d46c6a7228fa9f13706e6f3c63,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-037:v0.1.0@sha256:adcfa1988d7786568e96018c91ca4d73f12c409e2d81af2fb416e868ff304881,linux/amd64,tasks/task_037,dockerhub-published
+038,Repair inconsistent crystal classification across equivalent representations,computational-crystallography-and-materials-symmetry,c,https://github.com/spglib/spglib,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-c-task-038:v0.1.0@sha256:41ba231d44d2445f621ed17c3a5f881a41941b79d2f297b49bd66e9e8145a8fb,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-038:v0.1.0@sha256:511507351b10162103c5f48282142f8b767230784456e9952c943657beddb7a9,linux/amd64,tasks/task_038,dockerhub-published
+039,Repair a river-network sediment transport calculation,earth-surface-dynamics-and-river-sediment-transport,python,https://github.com/landlab/landlab,546bc11054cff5e12808c7122b3e8b38f1ef555f,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-039:v0.1.0@sha256:3ed83c8573077b62d1c7b2a498bc9dca044d772a6f930ef5c570feccbbb0b43f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-039:v0.1.0@sha256:f6e72d3a31b0d1321a608fb1f33ddbdd6ca30eb0da862eebce3590b27c4650a4,linux/amd64,tasks/task_039,dockerhub-published
+040,Restore consistent magnetic-dipole electromagnetic predictions,computational-electromagnetics-and-geophysical-forward-modeling,python,https://github.com/simpeg/simpeg,3cc6605c54b0f6062c1a139ece2ecf69cddc829,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-040:v0.1.0@sha256:a052d87111542518755781c8d49a50de5d7ed6e3f75b2132fc1d8418dba89e85,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-040:v0.1.0@sha256:2f4ad5a63994c9ff62b9ad0b21e24da4a2130a337f20839ff97dccd4016aebd6,linux/amd64,tasks/task_040,dockerhub-published
+041,Repair an inconsistent near-Earth vector conversion,space-physics-coordinate-systems,python,https://github.com/sunpy/sunpy,470d13491dd2c2a9440b3c657af33373ca8d47c1,BSD-2-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-041:v0.1.0@sha256:2d7000ea85b0ce1a1df141d46ccce61e3edcd53e86e9d5136a1b26096799aa77,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-041:v0.1.0@sha256:7e3b7b1a0ab181ed010a5bdb2bde149d115188f96418edea77331caf6e20b00a,linux/amd64,tasks/task_041,dockerhub-published
+042,Repair an inconsistent solar-coordinate archive workflow,solar-physics-scientific-data-semantics,python,https://github.com/sunpy/sunpy,c961a1507a83b9dab24ccce12ab92a53b30359d7,BSD-2-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-042:v0.1.0@sha256:38b71d095fa30606c636c19aa2145fde1f74993809cff837b6da5e5597895181,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-042:v0.1.0@sha256:133f5154d63c2614e6e754d68ca91bef2a8ea4af1210de147a794c570c06d8f9,linux/amd64,tasks/task_042,dockerhub-published
+043,Repair an inconsistent porous-volume characterization,porous-media-image-analysis,python,https://github.com/PMEAL/porespy,f2360a52bc77ec917aa07ce0cf6128dc7687ea64,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-043:v0.1.0@sha256:3e82e859587bdd681272bac9ecb4a415e77fe9f2160afe76a9f0bc641cf7096f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-043:v0.1.0@sha256:c9a3a93ea8eca723583d471b478202553f011baaaee8411063a1aabec7c1651e,linux/amd64,tasks/task_043,dockerhub-published
+044,Repair inconsistent lithium-ion discharge predictions,electrochemical-battery-modeling,python,https://github.com/pybamm-team/PyBaMM,a42d7a92dd9a2c63240c8ccb6f240e5c3c42de46,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-044:v0.1.0@sha256:513707a2950f87958370d940ca542603b5a4b83443e5c712c916abd1cc37eeb0,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-044:v0.1.0@sha256:61f22d5c7943225471bcdeed86f32470249eaefe57453989c3af1314811f3671,linux/amd64,tasks/task_044,dockerhub-published
+045,Repair inconsistent finite-volume operations on a connected multi-face grid,computational-oceanography-finite-volume-grids,python,https://github.com/xgcm/xgcm,3831b46accbff35f06e4ed3831600d71d5d8da18,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-045:v0.1.0@sha256:bdf7ecf2141952410df47d69d36d45b662047a720f6ff26ceeef1c33486b3fa0,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-045:v0.1.0@sha256:a3cd9863966518102f06bbf956ddfa7b6578debf5bcf92ccfbe0d1252c3a4b20,linux/amd64,tasks/task_045,dockerhub-published
+046,Repair an inconsistent X-ray spectral-timing analysis,astrophysical-xray-spectral-timing,python,https://github.com/StingraySoftware/stingray,79b8f9bb9d122bd0176bb37f48f0fd4926eb9afb,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-046:v0.1.0@sha256:5113cc358a6f5df25d7b7c09e02cb5b9bd9964248f2d51ead28308c90febd15d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-046:v0.1.0@sha256:73e5bc8338655f2d15e7dd871c42544ec9e7d16af3f24e6ecb69030f71edefbf,linux/amd64,tasks/task_046,dockerhub-published
+047,Repair an inconsistent broadband microwave composite,microwave-network-analysis,python,https://github.com/scikit-rf/scikit-rf,a6dae181dbcf76fc738fc7fbc03d7de0a6c22634,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-047:v0.1.0@sha256:a94de21354f66e978943e80946546812dbf404c4468baf12a84d23c34720e3d6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-047:v0.1.0@sha256:8529979be314893a77f9c51cf5d2c0d6266d6f9df10fb33d332eb242f38953db,linux/amd64,tasks/task_047,dockerhub-published
+048,Repair an inconsistent alloy equilibrium assessment,computational-thermodynamics-calphad,python,,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-048:v0.1.0@sha256:38893d5510a1f2c722c39dc851c1f4c0698c52602753e0e9a0531ea466ee9a4b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-048:v0.1.0@sha256:66acaa226780910a92acf5076beb045a8f521ec7f222277fb4fa1e37296d46da,linux/amd64,tasks/task_048,dockerhub-published
+049,Restore consistent stochastic-field behavior on nonuniform grids,finite-difference-stochastic-partial-differential-equations,python,https://github.com/zwicker-group/py-pde,a9f8256c1b4b48ac73f3df35b3e570993501b333,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-049:v0.1.0@sha256:5d2c93c90c190f69ed1f8bb05014f34d900f4c68ca483cf428399caa5c80f339,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-049:v0.1.0@sha256:7a8babe7c3e8d6121a1fff866e0e6ae5871de381c8e759897a4b40244b6b76b6,linux/amd64,tasks/task_049,dockerhub-published
+050,Repair an inconsistent tensor-network state calculation,quantum-information-many-body-tensor-networks,python,https://github.com/jcmgray/quimb,,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-050:v0.1.0@sha256:6f1421184ec5bd40580757a5b684b53519b2fb9044b900320b822fbffcc3ed7d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-050:v0.1.0@sha256:74fe72ef3a7fe8749cbc7de11f80303278c83e89adfc60dfa00338059b3b0561,linux/amd64,tasks/task_050,dockerhub-published
+051,Repair an inconsistent planetary gradient-tensor calculation,planetary-geodesy-and-geomagnetism,fortran,https://github.com/SHTOOLS/SHTOOLS,7f7d91474509acb597071eb789661b1f0cc304ca,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-fortran-task-051:v0.1.0@sha256:8235525555c16d48f6e12019ba6239fc99569358183a444cb0251b72dfd99de4,docker.io/kevinxulearning/swe-bench-science-verifier-fortran-task-051:v0.1.0@sha256:cc4ffda89baf3ef1fed6903ff06b194b1ef2f992413574aa6032451e09e653fb,linux/amd64,tasks/task_051,dockerhub-published
+052,Restore a nonuniform finite-volume phase-field workflow,computational-materials-finite-volume-pde,python,https://github.com/usnistgov/fipy,11e5c6ae26207a60e223d46473ac364b352ac982,NIST-PD-fallback,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-052:v0.1.0@sha256:7f5ea002c9963e322dd2ffc1b1c3d2669b511a74391f4ace0d1151207efec376,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-052:v0.1.0@sha256:d0fa3032421f94d1f0e43986f33125ab48af349eb26e5b68a1e86b372342b7bf,linux/amd64,tasks/task_052,dockerhub-published
+053,Repair a representation-dependent physical surface Dice workflow,medical-image-segmentation-geometry,python,https://github.com/Project-MONAI/MONAI,18daff1d8b26002b02de526cc19b92a9a4907f89,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-053:v0.1.0@sha256:9763fa42d9a9e025dbb4470db64ad48b4d21549219f0938e746aadb5aa77dcc3,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-053:v0.1.0@sha256:10656f4e5cfb69d613c2442050f34691fe3264e4d03ee6bfa2f98d3529098ab6,linux/amd64,tasks/task_053,dockerhub-published
+054,Repair an inconsistent tandem-mass spectral similarity workflow,mass-spectrometry-spectral-similarity,python,https://github.com/matchms/matchms,9f27ba89d8c485e6a2fa2db4756e3fe3aec05151,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-054:v0.1.0@sha256:a9e8dedaf3d63ada395f497d35092465a56a34c0862794ee20216f46d70ec98c,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-054:v0.1.0@sha256:60b1bd49880f5e1bab44cd13d5986b57b055f1ed3b30ff19801ff3232f93cfda,linux/amd64,tasks/task_054,dockerhub-published
+055,Restore a scientific template-comparison workflow,astronomical-spectroscopy,python,https://github.com/astropy/specutils,0613ba1ba86fd7ae79e9d89c8ffd24004a891aee,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-055:v0.1.0@sha256:74325f6a3477680f5302abf9e5fd622b90be8d28ca9e01b87697b8cf480dba53,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-055:v0.1.0@sha256:f1b514a04de8a991bbe7af6591cdf6a260f6a89afa22105e90895e3529bd46d4,linux/amd64,tasks/task_055,dockerhub-published
+056,Repair a physically inconsistent orbital history export,astrodynamics-and-orbital-mechanics,python,https://github.com/poliastro/poliastro,0583b33091b07229abe2027bccdc596ba3c5033b0,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-056:v0.1.0@sha256:2909a24d72bf5161604c65e846c94058d0318cb92e4b86b29a77aff46dea3a70,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-056:v0.1.0@sha256:3cf9ed1c78f08940105a8155526ab20272bdb2640eaf0f9af03526aac677887a,linux/amd64,tasks/task_056,dockerhub-published
+057,Investigate a periodic trajectory-processing anomaly,molecular-dynamics-trajectory-analysis,python,https://github.com/mdtraj/mdtraj,b963d4f01290fef66cca714e4a53f4891096b69a,LGPL-2.1-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-057:v0.1.0@sha256:0a86aec644a934e46f0ebaaa25220b8fe0d792d942e15aab2dda03dae893eb80,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-057:v0.1.0@sha256:3a837ea554c65947e01e90be6998b561e6d5a0c64e6c29119e156026e4f5ce56,linux/amd64,tasks/task_057,dockerhub-published
+058,Repair a valid OpenMC fixed-source workflow,monte-carlo-particle-transport,python-cpp,,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-cpp-task-058:v0.1.0@sha256:7e911bae59ef2a509e72cc8cc5454ae94d1fcf2cf560613de773aae3b419b78a,docker.io/kevinxulearning/swe-bench-science-verifier-python-cpp-task-058:v0.1.0@sha256:e2b0260ac34ef381c86af8c808838ddb9a1ccc2cc4ece1b52c3cadf25625abfc,linux/amd64,tasks/task_058,dockerhub-published
+059,Restore physical consistency in calibrated cell morphometry,microscopy-image-analysis,python,https://github.com/scikit-image/scikit-image,e4e3ab682f0ff13460877624ecf068b9652ae071,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-059:v0.1.0@sha256:dec04a1b4fb9014d3f4f70f06966546d3d6055b56a3f1d4ffb8066152d8cff44,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-059:v0.1.0@sha256:2dda66b63502d81c2e09a7b0311ca76b3796dc1cd28349f9ece060a35795c8b0,linux/amd64,tasks/task_059,dockerhub-published
+060,Restore a complete cross-band drift-correction recording,high-density-extracellular-electrophysiology,python,https://github.com/SpikeInterface/spikeinterface,3fd3d97164c6e85c2897ce8b13ba6aace81c2811,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-060:v0.1.0@sha256:61af28db733eec1188ad8b90a4a78404e88b7bfb17cf99800b543292c9545747,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-060:v0.1.0@sha256:d1a95a1456b922044d1cfa9156bf33ba40628a3115b2ff25b4d6b149dfd1f4bf,linux/amd64,tasks/task_060,dockerhub-published
+061,Repair inconsistent celestial image representation in a mosaic,astronomical-image-processing,python-c,https://github.com/astropy/reproject,62a0d3f037024d4dcf67857fb83d392f2e099ec0,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-c-task-061:v0.1.0@sha256:a69139dfab9d10122d07187ba52e0218c8c3f8350e3d44926c5813c8700bbcbf,docker.io/kevinxulearning/swe-bench-science-verifier-python-c-task-061:v0.1.0@sha256:c0c05b7f3e36a5a4ede6443d7ce6f26522e8ae09db9baf5b14c16741039a7e07,linux/amd64,tasks/task_061,dockerhub-published
+062,Repair an inconsistent archived elasticity workflow,computational-materials-science,python,https://github.com/materialsproject/atomate2,95b15d576f47923e1f200c0894915a8f46675291,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-062:v0.1.0@sha256:71b7a7f56a39dc1f3fa7d2ee034dbde903e373cc231b6584e542bb1eac6d8e9c,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-062:v0.1.0@sha256:b40392404273078f316aafdbee792923cdea10b8023ea733abe38ebb8ab5582a,linux/amd64,tasks/task_062,dockerhub-published
+063,Repair inconsistent population-history estimates after archive curation,population-genetics-tree-sequence-statistics,c-python,https://github.com/tskit-dev/tskit,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-c-python-task-063:v0.1.0@sha256:77cb395977290ee08c9d9abd184bcb8d874d8b78a5d55119ad8832b912b58e7e,docker.io/kevinxulearning/swe-bench-science-verifier-c-python-task-063:v0.1.0@sha256:1f0346e1c5241487bb858955411ebf920e9bd53b37dcbb8aef37abd4c6dbe550,linux/amd64,tasks/task_063,dockerhub-published
+064,Repair inconsistent molecular-energy interpretation in a quantum-chemistry log parser,computational-chemistry-scientific-data-parsing,python,https://github.com/cclib/cclib,593f0d67cf6a76f4a047f9a4856125c05947cff4,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-064:v0.1.0@sha256:fce98569a3f9c8039892d8411355e49e07633af201083c67501c8fb69f9844a1,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-064:v0.1.0@sha256:b5b5a01003841af0fd902d84d9b78cc6208d641b22503bff9c325de16c113dbb,linux/amd64,tasks/task_064,dockerhub-published
+065,Repair inconsistent particle-field visualization results,astrophysical hydrodynamics and particle-based field visualization,python,https://github.com/yt-project/yt,c86781b8cbdeea8002c7846d37dc1250045146e6,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-065:v0.1.0@sha256:5c8c8b8c130b06f1871f1c74a2b0ca0f453519e94d50b6cd3e08b9d873b7d3c9,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-065:v0.1.0@sha256:2ef10bcb562ab83a9b5641f22a91a4e4a607d231ea8f58194795cb4a324a5efe,linux/amd64,tasks/task_065,dockerhub-published
+066,Restore regional climate-model validation consistency,earth-science-data-semantics,python,https://github.com/SciTools/iris,0b569cdfad5e67f4aec3562bb26460020c7c7354,AGPL-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-066:v0.1.0@sha256:16eacda2003745c9ea63286b07df5be4ba9bdf27b737761abf3ab0cfe8b6be34,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-066:v0.1.0@sha256:bf551e3cb78adb7a896b69485af7688c98815988094971978b7b41a2ae89c548,linux/amd64,tasks/task_066,dockerhub-published
+067,Repair a seasonal fire-weather state transition,climate-fire-weather,python,https://github.com/Ouranosinc/xclim,d1e654cf59a5d5761f5586bca1102a1590ae6e32,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-067:v0.1.0@sha256:293c50d411ea2c322e9b62189e5bf325abbb814682b1eb4dabec9555d035c78e,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-067:v0.1.0@sha256:fbbdf79e55e67535ee836f497be5aaf61412c5fe68b6856959217589e144e71c,linux/amd64,tasks/task_067,dockerhub-published
+068,Restore biologically consistent retrieval from a VCF archive,genomic-variant-data-semantics,c,https://github.com/samtools/htslib,a4dde3f93c75dff09e9a1ddaf0db2e54c91ac5e3,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-c-task-068:v0.1.0@sha256:f08ff570bf57595b94e6fb3bc0f603e76d7b6de53f6c7c76199a099eee12fdd3,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-068:v0.1.0@sha256:333ed6fc1e4953d3abe1517a2871c1a2fb19ca0996d8d91bca6406898dac57ad,linux/amd64,tasks/task_068,dockerhub-published
+069,Restore a complete Hi-C contact-decay analysis,genomics-contact-map-analysis,python,https://github.com/open2c/cooltools,ba2be42c714fffb6b62ea13e7ecfbecb5f4a4d9a,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-069:v0.1.0@sha256:104bacda92f0419c80454a4bd632d472b6ef53ac89c24c176266d226c3bfd7ba,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-069:v0.1.0@sha256:d879cd88dc547a45e25105bb4aec34c8c1acaf22d97bc858719692283e547819,linux/amd64,tasks/task_069,dockerhub-published
+070,Restore chemically consistent proteoform ion annotations,proteomics,python,https://github.com/levitsky/pyteomics,f509b761a5231e9f108780c88c2b3781266e7b90,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-070:v0.1.0@sha256:a54e1623ce467ff3366a5c064753a7f72c27e2443e5bc14d075ce42bf65768de,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-070:v0.1.0@sha256:65428a9c41233b574b2d31746f8968a2d3387bad708ec99f7e142256461d17a3,linux/amd64,tasks/task_070,dockerhub-published
+071,Repair an orientation-sensitive fiber-scattering reduction,grazing-incidence-and-fiber-x-ray-scattering,python,https://github.com/silx-kit/pyFAI,3a7adedc45c9a94585ec19bbd4622ac9f483ab9c,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-071:v0.1.0@sha256:08968262336c765e8d683cc867e2e0c3db50a99cee923ea8fa000bf4523a843d,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-071:v0.1.0@sha256:0039c955ffd15cd0020334c375dd24e6c41c1b1b2a6b59b392c647db32c47882,linux/amd64,tasks/task_071,dockerhub-published
+072,Repair an incomplete DICOM color image presentation workflow,medical-imaging-color-pixel-semantics,python,https://github.com/pydicom/pydicom,b69de21c8610853493bc81d3eac79644554e4bda,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-072:v0.1.0@sha256:c9746b594a561e16a92a0718356d2bde20f564a61d882bbce1af3bcd1658dad3,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-072:v0.1.0@sha256:8683aa3c574011f36df457c54a443457cd37078c2ca48f85fcb46015c431b31d,linux/amd64,tasks/task_072,dockerhub-published
+073,Repair inconsistent alternate-conformer structure connectivity,structural-biology-pdbx-macromolecular-connectivity,python,https://github.com/biotite-dev/biotite,f8c3b8aa5473e078f91c86dcee7340eb9ed3eb97,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-073:v0.1.0@sha256:fca7d2514acb9214baf529a5d4bfddbe5e165ba24cbea63cb4d380f5f5bea483,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-073:v0.1.0@sha256:6041a2f1f781e1e02e908984c07c6de7a1e2edd67a3ce90529522ebc2e72aee8,linux/amd64,tasks/task_073,dockerhub-published
+074,Repair an ill-conditioned overlap band-postprocessing workflow,electronic-structure-nonorthogonal-eigenproblems,python,https://github.com/deepmodeling/DeePTB,e365079ea71190aaa0dc96d22253d3888c47abf9,LGPL-3.0-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-074:v0.1.0@sha256:717c4de698523729922644dc8f42dbf98071dbe48c25cf1016d425d2ceb0e49f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-074:v0.1.0@sha256:874067a5199b4db19f575c074b7cd51c1eddf03f7aa13c97810ea2873c917d86,linux/amd64,tasks/task_074,dockerhub-published
+075,Restore consistent compressed Deep Potential tabulation,molecular-dynamics-machine-learning-potentials,c++,https://github.com/deepmodeling/deepmd-kit,a9bcbc505de7d905dbc2a598b10c17a49e0131d8,LGPL-3.0-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-c-task-075:v0.1.0@sha256:7beaf3765d9cf49e2d3f647833f63266dfa15bc9978b753755050a66a7ec15dc,docker.io/kevinxulearning/swe-bench-science-verifier-c-task-075:v0.1.0@sha256:c50d05f06eee0035eb02e057017cbdbfae6a9855a900ac819bb90b937285a022,linux/amd64,tasks/task_075,dockerhub-published
+076,Repair a batched parametric tracking workflow,convex-optimization-parametric-workflows,python,https://github.com/cvxpy/cvxpy,5f57b6408864caab207c28f773a14c6261689abe,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-076:v0.1.0@sha256:1a50e20a9caf81566ac7f3f9d356b04b8352a7eb3532f8a5543307ef3f0670fe,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-076:v0.1.0@sha256:c40da6ce2cafe0194e2d74ca0380587b696890713c163a17624a855c86247404,linux/amd64,tasks/task_076,dockerhub-published
+077,Repair an inconsistent oriented-envelope fallback workflow,computational-geometry,python,https://github.com/shapely/shapely,d2872f6c4d7c99b16f8a71d99cd56d0a5fe54695,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-077:v0.1.0@sha256:c0164a3b9503d40d28bdb96503976e673fd0a29c924cfb24e198cd2698d1a2e8,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-077:v0.1.0@sha256:f9f3eb576dd41c94b0407e0a0395e1df75d6cad627be53a028bc995d4f66e633,linux/amd64,tasks/task_077,dockerhub-published
+078,Repair an inconsistent astronomical aperture workflow,astronomical-image-analysis-and-wcs-aperture-photometry,python,,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-078:v0.1.0@sha256:5b91a58b57d7fd6c87dbbeab4daf50ef8f9deb08db5c5d8063d77eb67dcd93b1,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-078:v0.1.0@sha256:9a64793e10d20c2c0b719ae87a72d795435b24f5efb8577071b693ec88b6f882,linux/amd64,tasks/task_078,dockerhub-published
+079,Repair molecular-string translation for catalogue workflows,computational-chemistry-molecular-representations,python,https://github.com/aspuru-guzik-group/selfies,55f4e3437b6fb68deafa533cb00277b119e6eb8a,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-079:v0.1.0@sha256:700ef06ac1ce8d1550984b274b58f9440ca378a240bdc3064e51ab1d302fcad6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-079:v0.1.0@sha256:243dfa0eb24b77c5c08a9141b632177711d7f438177f0f737c0c2d453c14f7f4,linux/amd64,tasks/task_079,dockerhub-published
+080,Repair inconsistent geospatial raster remapping,geospatial-raster-reprojection,python,https://github.com/xarray-contrib/xarray-spatial,7d252520dbf81b168a2789a6aedfb75d04a21061,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-080:v0.1.0@sha256:bd33e55e04ded03f1911abe6f673e4217c4fed04e14db72be630c1503cd10735,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-080:v0.1.0@sha256:0bd2b80b544ce97b0ecbab0c397a5d68014ee7cb2c3133be648db3d3ca0045ed,linux/amd64,tasks/task_080,dockerhub-published
+081,Repair local study workflow,single-cell-annotated-data-containers,python,https://github.com/scverse/anndata,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-081:v0.1.0@sha256:6114de7210e1f47c1ad558a9ca8886105a5ecf5af6a8453a9c7732ac415a7431,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-081:v0.1.0@sha256:3a3f4428f0129a1302f743125649b4bea7445e57912bdd734ad3452389003efa,linux/amd64,tasks/task_081,dockerhub-published
+082,Repair a workflow consistency bug,atomistic-machine-learning-and-molecular-simulation,python,https://github.com/deepmodeling/dpgen,02a442c6bd7da9b5b2c9f958d3a103f5d6cd2a27,LGPL-3.0,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-082:v0.1.0@sha256:ff25e7997b4194fb53e3df8b71d48e8db25d299bf632ebebdb6a162925e73204,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-082:v0.1.0@sha256:a829af72c8e716a904d83a590a865d07a7b9a31a8d4b7083afbf90b6611a937c,linux/amd64,tasks/task_082,dockerhub-published
+083,Repair bond-order species reporting,computational-chemistry,python,https://github.com/deepmodeling/reacnetgenerator,37b0bef6fd9d5945f1b752ac82d4f8564728cd8b,LGPL-3.0-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-083:v0.1.0@sha256:9483e6962b892e928f5f1e1c608d646d2d35c5899da15f57fa7bc8c23bd2e14f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-083:v0.1.0@sha256:a1c0f1dabd6d4c334c815cb398eda399fbb8b7739b7b5ec60ea8abb1882b7727,linux/amd64,tasks/task_083,dockerhub-published
+084,Repair ABACUS relaxation archive/reload semantics,materials-science-scientific-data-semantics,python,https://github.com/deepmodeling/dpdata,80abfc5037876c0e883dcb58cd96521397e3fe36,LGPL-3.0-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-084:v0.1.0@sha256:735e7ece88fa49a77257cfb2a59b435ed6ef511e99cc1739e24b366ea129836b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-084:v0.1.0@sha256:8cbe4554c727f25c1584f79c48f574a3d08e1fcf6d3c4cb32df36a7d8482216a,linux/amd64,tasks/task_084,dockerhub-published
+085,Inconsistent archived observables,computational-chemistry-and-solvation,fortran,https://github.com/dftbplus/dftbplus,d4da8c5027b643291f3a6295efd4340ce79d6a36,AGPL-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-fortran-task-085:v0.1.0@sha256:c4613c3e94fefc6cd721075d314d4fc463269cdd92cf7f6d0b656078a838a7cd,docker.io/kevinxulearning/swe-bench-science-verifier-fortran-task-085:v0.1.0@sha256:e68ac55c7cfb257756103351c305b97789d72f1e79203305d2aa7fa39e657eb1,linux/amd64,tasks/task_085,dockerhub-published
+086,Repair a silent MatGL fine-tuning incompatibility,atomistic-machine-learning-potentials,python,https://github.com/materialyzeai/matgl,02b415ba8bb25244bc5e3ad970491f0fbbea0292,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-086:v0.1.0@sha256:7a54bd7e811a51abdd7571abbc03213eece0310016b174bfa52dcbe4ad171476,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-086:v0.1.0@sha256:fb47312ac7443db59115807334c5d2345e3a2fb7a8f83d89bc8bfb48f7ce4bac,linux/amd64,tasks/task_086,dockerhub-published
+087,Repair a silent diffusion-MRI denoising inconsistency,diffusion-mri-denoising,python,https://github.com/dipy/dipy,ee6016ab81dd649ab40439d75212f35669302810,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-087:v0.1.0@sha256:5a00e4d7a825618ba70259ef5c5e229f7ba2549ab7648ead6fc91fce31256793,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-087:v0.1.0@sha256:b1ce39c75913bccef5f09acfd2b989857c071fc64c7fdc0dbff092e14dc5270f,linux/amd64,tasks/task_087,dockerhub-published
+088,Repair a boundary aggregation failure,boundary-aggregation,python,https://github.com/pydata/xarray,0b071e369a88f6672accc2a99c40d3b4b334f2f9,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-088:v0.1.0@sha256:c98a81a135c210d7681b57574c8f39a00f1a92778e458dc5300a7f2775e2ba6f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-088:v0.1.0@sha256:9f8a00b079fb998f0672f57af8f75628dabc8582122a294f2b20cd304503ac6e,linux/amd64,tasks/task_088,dockerhub-published
+089,Repair inconsistent ORCA excited-state oscillator strengths,computational-chemistry-spectroscopy,python,https://github.com/cclib/cclib,6ba33bdd48bf336a81400147d2870323b241e457,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-089:v0.1.0@sha256:87e8b70f8d192990fe5a0f5d1773dcb304ab1bf5074a187236f2e0bd041ba356,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-089:v0.1.0@sha256:66ee7d7df906e3cad4e9d27664f1c6ea9bd6673ef36d5ddd61f5aaa75c88db60,linux/amd64,tasks/task_089,dockerhub-published
+090,Restore multidimensional NMR acquisition grids,nuclear-magnetic-resonance-spectroscopy,python,,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-090:v0.1.0@sha256:a2a7d3de4b603c2e170a1ea679103aeefdd43c1503f5c2210f32fec9f51e3efa,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-090:v0.1.0@sha256:8ba7b5dff3e7bd208683b7d457ebfe6277ce4bdd218bea4d2e0ea322f49a5007,linux/amd64,tasks/task_090,dockerhub-published
+091,Repair a workflow regression,materials-science-volumetric-data-semantics,python,https://github.com/materialsproject/pymatgen-core,c8cfee71f3ce5d92c5b5f6ca3d363f8f3a9f4495,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-091:v0.1.0@sha256:e99b9784d9297b360713e12ff77833dfa629f31298f504322fa3ee98dc833ed8,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-091:v0.1.0@sha256:274078dbc1df8898a9f4d704e0e833c21b54447ff33e78314d2cc6e8c2e16435,linux/amd64,tasks/task_091,dockerhub-published
+092,Repair inconsistent Chemprop reaction observations,ai-chemistry-reaction-property-learning,python,https://github.com/chemprop/chemprop,1f367d55d1bac14dd6b9e0cd5746574fcfab9a59,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-092:v0.1.0@sha256:43ddc1b17809459d59ff0d6eaf8886368305e6164d7076d81a1660685a8dfac5,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-092:v0.1.0@sha256:6eac8072686557e2a87b94a3600cdb5e6e1a94862c97c69cdf34a916ea0d7c83,linux/amd64,tasks/task_092,dockerhub-published
+093,Repair a patient-space round trip in MONAI,medical-image-processing,python,https://github.com/Project-MONAI/MONAI,5a644e4edcc37e5c963e52fda6fab4c85b3ff02e,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-093:v0.1.0@sha256:5a60042d49b60549e07475ed0d0f717e1ceddac7c1e7832cec4803a8c5647e6a,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-093:v0.1.0@sha256:1a0872591921ff43bf480d6d6daa9e99f8f30c94d74f308337235ca21fe08e26,linux/amd64,tasks/task_093,dockerhub-published
+094,Repair magnetic-space-group operations across archived settings,condensed-matter-magnetism-and-magnetic-symmetry,python,https://github.com/materialsproject/pymatgen,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-094:v0.1.0@sha256:29e3fa554e2177b07fb0e7f1cc9b470dd310202d31612af2e75baef512ae97e4,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-094:v0.1.0@sha256:0b8980bec95351d787ad34347fde67096254dbe62b04ceb69b5d4fd0f8ea86df,linux/amd64,tasks/task_094,dockerhub-published
+095,Repair a repeated porous-electrode transport workflow,new-energy-materials,python,https://github.com/PMEAL/OpenPNM,d8efaa211ea6721cc4a718890f11fb60b8b43326,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-095:v0.1.0@sha256:08fb28caff95e4cc11459e4bc8d21965e2b52cfa2ad1829e98aa440eba3f47be,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-095:v0.1.0@sha256:9e1febafa3ee120cd3fdf92d8882fc81ac9c1f6215094130cc8f58de53fd82f9,linux/amd64,tasks/task_095,dockerhub-published
+096,Repair a wrapped tropical-cyclone hazard workflow,tropical-cyclone-hazard-monitoring,python,https://github.com/CLIMADA-project/climada_python,104dfdb64ed00fce6c49a5d67be371f4fca016dd,GPL-3.0,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-096:v0.1.0@sha256:b5d83702d5a8bf8b17ce88fe6c95847eaf8b4ad5132e037fbaf6727154256a5f,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-096:v0.1.0@sha256:f83195b4ce577c453e2228e642418f22e935ebd835db2a0c168b8b7c93be28d9,linux/amd64,tasks/task_096,dockerhub-published
+097,Repair spin-model consistency in DeePMD-kit,magnetism-and-spin-models,python,https://github.com/deepmodeling/deepmd-kit,6c3b985cbc6e2dec51976a20ae51214186c693b5,LGPL-3.0-or-later,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-097:v0.1.0@sha256:d568b716103abb844e7d5f8e92693fc9bda65f9329fa82628da0433f52660de2,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-097:v0.1.0@sha256:f3cb6aea78fe4974c5f9fa31a55c02cec54773666d27857bfa0c1d9b79856ba1,linux/amd64,tasks/task_097,dockerhub-published
+098,Repair inconsistent satellite parallax geolocation,remote-sensing-and-geostationary-geolocation,python,https://github.com/pytroll/satpy,0ef189634030bda38bd069de30b60f8769995050,GPL-3.0-or-later,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-098:v0.1.0@sha256:7749c5504674fd868d0c9f318caa3bddbc2eb7beaa77fc4b92822b0c19ced514,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-098:v0.1.0@sha256:60c92aee990b8ff7809aa094f99a6ada0935ac7fe605bfa6f90345912e56e598,linux/amd64,tasks/task_098,dockerhub-published
+099,Repair an inconsistent GNSS point solution,satellite-navigation-and-gnss-positioning,python,https://github.com/Stanford-NavLab/gnss_lib_py,9a4e467ba06e636ffa4de6ceee302cefee8b2a34,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-099:v0.1.0@sha256:99a563d1d49d0ae4fcff3a709bf6eadb46e5c1514ec902545d7c4fa7b11c529a,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-099:v0.1.0@sha256:821dfafb1035f4ffe52e58226ae63be3d779edcdd077cd1e2890b9916b67a97b,linux/amd64,tasks/task_099,dockerhub-published
+100,Repair calibrated framework embedding relaxation,reticular-chemistry-and-framework-geometry,python,https://github.com/DCoupry/autografs,c2f22341f2b1eb2f619b76534cf4abe2e5e6b3a3,LGPL-2.1-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-100:v0.1.0@sha256:9bfa2b87a911734bd13a90d76db6e6fc482793b851cfe9e37e2616368eb4ea8b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-100:v0.1.0@sha256:24d7057aa54c241cb71822a31b12711ad36c6d13c53d58af790290752df9ef84,linux/amd64,tasks/task_100,dockerhub-published
+101,Repair an inconsistent battery-model reproduction,lithium-ion-battery-modeling,python,https://github.com/pybamm-team/PyBaMM,1e9fbcea25b78a0a633face62b077dae1f92bf62,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-101:v0.1.0@sha256:fd4bfc3ad2bcdaa12f1e2c7f8451646b14175f70bfd76a5066b06fbc8fa775b6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-101:v0.1.0@sha256:d87a3417f48574040b26cf616241f4f448f766aac2c04b1945ad05392ec04840,linux/amd64,tasks/task_101,dockerhub-published
+102,Repair an inconsistent polymer coordinate workflow,polymer-coordinate-generation,python,https://github.com/marrink-lab/polyply_1.0,160e9707d844ad1b108e1d8184152050d16088a0,Apache-2.0,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-102:v0.1.0@sha256:961828d6d0051e381646dc093bc531e80659fb62b7bda3181e6d624aa381efba,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-102:v0.1.0@sha256:efc0d2d6b049ecc34b2272455392e8eaec4e82f52d340a1b944597cbbb00342b,linux/amd64,tasks/task_102,dockerhub-published
+103,Repair symmetric composite laminate ABD calculations,high-performance-fibers-and-composites,python,https://github.com/SteveDoyle2/pyNastran,bdff2bb616847a058960c56328b68e36ab3764e3,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-103:v0.1.0@sha256:8b1934f764347452d72e5a136b8925daf6002803df163fdda7285f9757831467,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-103:v0.1.0@sha256:6eee1cc75c6043694dc04e4d6de95a09eb4300c684c9901cb64fde126651ef29,linux/amd64,tasks/task_103,dockerhub-published
+104,Repair inconsistent finite-volume advection edge states,energy-materials-and-finite-volume-transport,python,https://github.com/pybamm-team/PyBaMM,4cf09f36bb4afb42c661e8765e14b4527581eff7,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-104:v0.1.0@sha256:0d857f3eb3f235360133e7ac9f179871788984cc44ad877c33592de25b9a6d55,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-104:v0.1.0@sha256:255bdf4c710228c19cbdb1ae9add8b9740edc29edc129361dc83e13bd1c07e6e,linux/amd64,tasks/task_104,dockerhub-published
+105,Restore a stereo-preserving tautomer workflow,drug-discovery-cheminformatics,python-cpp,,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-cpp-task-105:v0.1.0@sha256:c300da3c9e6851ebd49f1aaee9d30b11edfb3ff0d116687fd6d648d1dc237f9b,docker.io/kevinxulearning/swe-bench-science-verifier-python-cpp-task-105:v0.1.0@sha256:f1db6d0edacb4e211696f3e954c59bccbe2beb5ef28ea730dc73ee2bbb041d69,linux/amd64,tasks/task_105,dockerhub-published
+106,Reproduce and extend a version-pinned MAP4/MAPC retrieval protocol,chemoinformatics-molecular-fingerprints,python,https://github.com/MLCIL/scikit-fingerprints,839001468ba8f8da64ba9d54b33fa33c795ed3c5,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-106:v0.1.0@sha256:06c0ff508ca79a201a203fbdba027bc4325e83a9d66ea6da91dc6edb5a3bfc70,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-106:v0.1.0@sha256:1cd49e20a456955be7217fb7d096e81562c9bbc081931055fd3e719ee9eaf111,linux/amd64,tasks/task_106,dockerhub-published
+107,Repair a public symbolic workflow,computer-algebra,python,,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-107:v0.1.0@sha256:0d36982015454e5d48e5d6f24a8964813386dfc86bd7d2bb6b89c5183b18a289,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-107:v0.1.0@sha256:dfc6b902fd30de1a96bf83fc929da8a7fd05d2bdbbc9ca9b0a4dce53107363f9,linux/amd64,tasks/task_107,dockerhub-published
+108,Restore stable Jacobi theta evaluations across difficult regimes,computational-mathematics-special-functions,python,https://github.com/mpmath/mpmath,5e683847c782a4c38ec71b8a88e6b1fbd903548f,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-108:v0.1.0@sha256:27ee5433771c81d7c81fe8dd421f6be77525f2970022969db930273d2c361cc0,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-108:v0.1.0@sha256:c7d2a5a47ab0b41c8da2154568fc37a12cd8da33569e1e73c41ddd2556550bf5,linux/amd64,tasks/task_108,dockerhub-published
+109,Repair paired wrinkle FE analysis,high-performance-fibers-and-composites,python,https://github.com/elhajjar1/wrinkleFE,e81538d9a2ab5031559d0dd74b742ded5465406c,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-109:v0.1.0@sha256:28e18df47f0a3b6a207c6c8ecfc9c13ecf92888acf3abd19c8bb172636b9934a,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-109:v0.1.0@sha256:401e19dafcba0c5e8d08b55e01eca2380927e41be82c2144d9e99e3a86968d9b,linux/amd64,tasks/task_109,dockerhub-published
+110,Restore consistent cross-section analysis results,high-performance-fibers-and-composites,python,,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-110:v0.1.0@sha256:31221c81a3b4eecab2d2a678620d800acdb02f804093d809656ad695b4e667d6,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-110:v0.1.0@sha256:f73746797050455f54de4c5aef6c2d50ad43601623072479fda97d9d80bbece7,linux/amd64,tasks/task_110,dockerhub-published
+111,Restore consistent tapered-filament free response,computational-mechanics-and-soft-filament-dynamics,python,https://github.com/GazzolaLab/PyElastica,46ad665fb84bda0c2d9b3392b6f2ef2388af1358,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-111:v0.1.0@sha256:3ffa5e7326116f513a3a357db186b3c1d115e7b95328eec5a0c7646530eabf72,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-111:v0.1.0@sha256:3babb2ab453edfca93f09d4a4c2412a8eed02c686db64d4f122b656cb04be6cb,linux/amd64,tasks/task_111,dockerhub-published
+112,Repair an inconsistent hybrid-section plastic capacity workflow,high-performance-fibers-and-composites,python,,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-112:v0.1.0@sha256:cf1d158d5fff8dc097eb9656e900a1db377e2d117cbcdd1f974abd1fd19c97d9,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-112:v0.1.0@sha256:30342a49f647f500a584e94e70157d8fde2a5f444c2d2c6f85eaf5cbf40ee421,linux/amd64,tasks/task_112,dockerhub-published
+113,Repair an inconsistent solar-resource workflow,renewable-energy-modelling,python,,,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-113:v0.1.0@sha256:ed2da0d993479cb7e2468edd003d7e0995b64c12f531af018f1e6342bd7b6298,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-113:v0.1.0@sha256:9cc086c8edab07c617306a43a0e2bf7e2e2f70003734287d40e84138fdd73c11,linux/amd64,tasks/task_113,dockerhub-published
+114,Repair an implausible storage history at a planning-epoch boundary,power-system-energy-storage,python,https://github.com/PyPSA/PyPSA,895bc26c721abbb826d7f8caf51587a66c69f15d,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-114:v0.1.0@sha256:d00e869c664e260a5f304cefea76ebc24b7771534511614557b49dabff377790,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-114:v0.1.0@sha256:413bf5a0fb0be52e587cf96314cfa625a9a55c8214506562b79d74aa5221074e,linux/amd64,tasks/task_114,dockerhub-published
+115,Restore physically meaningful structural stability checks,structural-engineering-and-disaster-resilience,python,https://github.com/JWock82/Pynite,147c7aa24ec30b1c6a4d4820446915380752877b,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-115:v0.1.0@sha256:b1349937225fba8160651c9b9b218d1c8eef9c8c0f38e2a97620ac6f69d285e8,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-115:v0.1.0@sha256:a1b79491c7ee62a7541fe24e1053d2094f439d23b7b1fadff3f2086f9044b3ed,linux/amd64,tasks/task_115,dockerhub-published
+116,Repair mode-dependent structural analysis observations,structural-engineering-finite-element-resilience,python,https://github.com/JWock82/Pynite,,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-116:v0.1.0@sha256:915ef0a612a06d17d0dae56aa1481524f7ff3a522e8373acf846faf6e5bd9423,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-116:v0.1.0@sha256:0f6df9acdb29e887cbcce79b2fe207237fee4edfbf825459002da778c7ccf90f,linux/amd64,tasks/task_116,dockerhub-published
+117,Repair inconsistent lateral-frame member observations,structural-engineering-disaster-resilience,python,https://github.com/JWock82/Pynite,573e51689fe5fe54f279a7a875e431a35355fe73,MIT,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-117:v0.1.0@sha256:194616d6aabade2a36d9d1076a2628f50790c9a88beccd353de1a508b3a5f417,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-117:v0.1.0@sha256:4bff5cf1692b605c6de4c67fcaa834de3c63bcece3857dfb0074aee990b8a7ca,linux/amd64,tasks/task_117,dockerhub-published
+118,Repair inconsistent periodic molecular energy representations,computational-high-energy-molecular-chemistry-periodic-models,python,,,AGPL-family,True,True,gpl-family,docker.io/kevinxulearning/swe-bench-science-environment-python-task-118:v0.1.0@sha256:d368971b40f90dbf4197b0a285dd19086c66fb8287bc96f8c4601be5b2c0f95b,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-118:v0.1.0@sha256:1e5311b58eae5b34988b4a7b193b50e3dae7e6037605b1deaeb2c854a3de4cd5,linux/amd64,tasks/task_118,dockerhub-published
+119,Repair a molecular curvature workflow for reaction-path analysis,quantum-chemistry-reaction-paths,python,https://github.com/MolSSI/QCEngine,dd5eec6bfefa11ffe0ec81e2c4018003e8e39f2b,BSD-3-Clause,False,False,none,docker.io/kevinxulearning/swe-bench-science-environment-python-task-119:v0.1.0@sha256:bd74671fe69b403be15607d8f221b5e2528cb8fac5ea76561542af3ac3421bdc,docker.io/kevinxulearning/swe-bench-science-verifier-python-task-119:v0.1.0@sha256:17807f4660a135d0d24a77e806d34f7fb1708117ab490bcdd0c4711ef5c5b560,linux/amd64,tasks/task_119,dockerhub-published