Protocol

vcc2026-val-1 · 2026 validation contexts A, B and C

Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.

Overview

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Evaluation scope and datasetMetric and reported setup

vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 1–80 of 1048)

score_avg (score) · Higher values are better.

vcc2026-val-1 · 2026 validation contexts A, B and C · 2026 validation contexts A, B and C

Evidence origin: Author-reported evaluation.

Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii through JSON entries[79].score_avg; submission v6KFhMYYu9nNj9choway

Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.
Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.

Comparison details and limitations

Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.

Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.

Automated source review: 2026-09-19. Numerical source review does not establish independent reproduction.

Dots show point estimates. Whiskers show only explicitly defined uncertainty (standard deviation, standard error or a labelled interval); their definitions remain in Table. Unresolved uncertainty is not plotted. Differences do not establish statistical significance.

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Virtual Cell Challenge 2026

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Protocol coverage CSV · Model evaluation matrix · Source table · Release and checksums

Coverage is derived from release 2026-09-29-06401fd5b220. Source citations describe the original records; they do not validate an unreviewed baseline proposal. No results have been generated by this audit.

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
Relationship: part of discovery-benchmark-virtual-cell-challenge-2026 Individual claims	Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 Original source ↗ JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii Version: 2026-09-19 snapshot; panel vcc2026-val-1 Retrieved: 2026-09-19	source checked ai assisted source review · 2026-09-19 Audit details Field: `links:part_of:discovery-benchmark-virtual-cell-challenge-2026` Claim: acquired-membership-20133412c50e3bdea360 Source artifact SHA-256: `85eacc0c1e9067231f84607715f4d94a52e5115e4758cfbaed65898621e96103` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: discovered

1 source records and release history

Virtual Cell Challenge 2026: 2026-09-19 snapshot; panel vcc2026-val-1 · Original source · 2026-09-19 snapshot; panel vcc2026-val-1

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Technical metadata and extraction receipts

Stable ID: acquired-protocol-7f9c60e5c29f16e44637

source locator: JSON entries[0].score_avg; submission fslq6ov1ijfW0MlMkAii
procedure: vcc2026-val-1
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These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-9ce03def926f3121f3da; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 81–160 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-f56ba75854b1bd23cac7; acquired-result-f186e7359af1edadab07; acquired-result-e64a19cd7f15c4e39e00; acquired-result-9aaf7ab5d31ad39a0d38; acquired-result-207467135f601f54794d; acquired-result-82713dc22dd1b7f852c2; acquired-result-cbb36d42a034cd7af8f4; acquired-result-1baf00903252acb6235a; acquired-result-11988d13251276815682; acquired-result-28ff4508444516da13b7; acquired-result-55bb8c09e774af9b0a0a; acquired-result-98ac93798c14631b3502; acquired-result-cc96409e31ded039ac53; acquired-result-4cbf79edd199dc98ff34; acquired-result-17f0f43180d2f4863dca; acquired-result-d3ea92155e546caaa3fc; acquired-result-0a4d38a643ed6f01838c; acquired-result-a666f51ce2dc44bf24a7; acquired-result-cc487dcd6671411fb523; acquired-result-f215db7d8e421c42012d; acquired-result-5414ba6dd5be3fd19dfc; acquired-result-208aa05c2a45e8f7970c; acquired-result-40f2ab07b491651c78e2; acquired-result-fe563f090c1f85eecc71; acquired-result-73f8187b6879bb7f8152; acquired-result-d58bed4fba23f42497a1; acquired-result-0781cb846dc23b0b99a7; acquired-result-b4c75e88aac45c082235; acquired-result-aad12a7632ff2207ccc3; acquired-result-14d588d68a4c3b8f086a; acquired-result-8998aab532853a1c3100; acquired-result-a0abfb81d950d9ddc14d; acquired-result-6fa546974bc7ccb436d0; acquired-result-05b5c7395d34a5a6bbdd; acquired-result-eb6b0bf0f395f55504db; acquired-result-77736bb5f4b41c6d71d9; acquired-result-cb4ea2ec376eef448507; acquired-result-3d8fb71c3b1cd6f08e9c; acquired-result-8195c6dce9302dd30721; acquired-result-2ecee21fb4243f9d13c5; acquired-result-3580d90a8c4802e8664a; acquired-result-7842e788536a33bedd51; acquired-result-5861e4750654bfa8fbd2; acquired-result-ab06f3b90181c2eccbd9; acquired-result-379f7229fe3abf9b6ac3; acquired-result-24f3a7ded226c1449fa8; acquired-result-9af47a0f21c0998ead96; acquired-result-8a3509f6a4095349f796; acquired-result-c6ba6cb3d440894308f3; acquired-result-937c1740e7907adc5f52; acquired-result-1c5b303b55a1497d7e9c; acquired-result-7ebd7f0a708db5b40a1d; acquired-result-fda80f730770cea70a44; acquired-result-0b71ab64d25e41892f70; acquired-result-9eba7754f8ea43c156df; acquired-result-ee27eaa3c219db95454b; acquired-result-b2791ac9e10994b0cba1; acquired-result-a79ae87e3e3edca01e1f; acquired-result-2c4c705faec2d5bde56a; acquired-result-df75568e9fa5bff3afda; acquired-result-6227f2c1486d0207245e; acquired-result-07d766f883296c96e0cb; acquired-result-89bf57a890d1e630f9f0; acquired-result-28f051f8fb5d4f212cb3; acquired-result-6415b9f49f508d5c06ae; acquired-result-4d3eba1ca94a575bedf3; acquired-result-fc881d85aef005996966; acquired-result-71146497241c3bce42f4; acquired-result-8c26c296d476e9fa7686; acquired-result-f3eb9ecc77cd62adaf45; acquired-result-bc775a35b00be12330fe; acquired-result-6bda07535a1c4be17ef7; acquired-result-c9c0b79e10cd6f468607; acquired-result-86c88ec880c265fd8d8b; acquired-result-be3e27b8c1a2c98990bb; acquired-result-90e03bc82749ab63d301; acquired-result-5610ba82c23dcf38843e; acquired-result-b588f85ff710482da87c; acquired-result-8972dc27c4afd69870c4; acquired-result-ed1b0f4321acad5f79c9; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[80].score_avg; submission IvpNYMJ5ntMffhfSfcDJ through JSON entries[159].score_avg; submission CEphHE7V4cOVcnZJEQe0; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-9b5d6430f500270f4d67; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 161–240 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-a956ec1a321fd884ea95; acquired-result-a73c2c3563ce85159a4a; acquired-result-5fd5506fd6cc809f8db5; acquired-result-1bf5bf640d58a6286168; acquired-result-42a00036d29b99bcba9d; acquired-result-d79491449e3535967899; acquired-result-2e02b360fda5bbbaab64; acquired-result-78814ab6d6cd362614c6; acquired-result-8670eea5be9c3baa4ed9; acquired-result-575c12d0ffe4e055e4ce; acquired-result-3729dc8206e735a38d11; acquired-result-32f99c461f25f6251d14; acquired-result-baba34314580a6d73e3e; acquired-result-acc22dec4da73749bb3e; acquired-result-4e7dbc2839fdbff7680b; acquired-result-4028de3e15d5698fdd9e; acquired-result-f7d4d51067e89532f574; acquired-result-af3ea5ca2668dd48cff4; acquired-result-9084cb81b49b6e8b11e8; acquired-result-505f812f0c6b5f750bef; acquired-result-90bfd64338cca265b0ed; acquired-result-3d9a6c252d44d78da380; acquired-result-01caae652ba4307e038e; acquired-result-ec470b8fb22a00ee0761; acquired-result-2e41265c806410307b20; acquired-result-789b04c6b872529121b2; acquired-result-b9e670fe99c2ca4f9c6c; acquired-result-6da485cff3658c13e272; acquired-result-c7e2d07793ce72079d09; acquired-result-049ad86ed4f7156b9b80; acquired-result-e2ce10a06e724bdf3e9a; acquired-result-0a4534d780d21c2cefe4; acquired-result-aed3356024f0c7162433; acquired-result-dd89f970709d76a94f44; acquired-result-8bafe2fe6d5e16335fc3; acquired-result-84c35ed92e87ae3f7fbe; acquired-result-b5859ccc14bd92edb254; acquired-result-6239ee8c42944f69bbf4; acquired-result-2cc10211d181996783c4; acquired-result-804f1390e6a37aaec214; acquired-result-7591b60abd73911a59ae; acquired-result-2239b39795c3fbf3c448; acquired-result-be48ef8c919d04c56a49; acquired-result-eb3c48bba71891a765f7; acquired-result-4b6d5b3a7e0530fa7ae4; acquired-result-a16d638cf6b5011cb79e; acquired-result-46902914ea7aa3fda527; acquired-result-87e9595e18730b594a94; acquired-result-2d02a48f680557f762d1; acquired-result-9e5101a4d81f1982be3d; acquired-result-438bb23e346246bfca18; acquired-result-081cf7abc2422d505379; acquired-result-e2873d1361f649920ebd; acquired-result-310aa572d040e926401a; acquired-result-374de59052b93b545174; acquired-result-c944a28ff6f9654fd747; acquired-result-39bbf320c8401af8f1b2; acquired-result-a8b2c24456b7d47d8f41; acquired-result-dfabe7872bb58184b482; acquired-result-66d96e5f3a586edca28c; acquired-result-66f4e4a626910c35faf8; acquired-result-99c8f435f21e0040b1ec; acquired-result-257ddd7ebc9c00ee4871; acquired-result-2cb39c04ce0d9bb215de; acquired-result-d89ca8604e913ddfa982; acquired-result-5c72a51a175572897cab; acquired-result-74aaa49d35755cc02382; acquired-result-4527ec6430c9eafc7c71; acquired-result-617cc5b92f9c59f0d8e9; acquired-result-d16e53636432d53c95b6; acquired-result-88fd623fa70b629b6882; acquired-result-14e2415161b084e1069a; acquired-result-e1f5efc41935d391ee3e; acquired-result-a75ba1c6fa25e363320b; acquired-result-a85caeddfbfa08ee8d0d; acquired-result-9e0dbd1af89dcea6f30c; acquired-result-fd4850e8ff85c0b7cb54; acquired-result-20bf00257b6420b0baa8; acquired-result-39759f63bf4c9edfea09; acquired-result-5661763a37012829f3e4; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[160].score_avg; submission fJCXAigPfML8MHclDg9w through JSON entries[239].score_avg; submission UAX95YHNUl5ecVLN5Msb; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-9330f667f06f576d0197; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 241–320 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-98cac8d5f888819e66f7; acquired-result-5af228a89634f6728a87; acquired-result-aeb14df73a8bafca987c; acquired-result-03169cce24bb0e7979ea; acquired-result-43edaa67606e9aff646b; acquired-result-f1061766bd2733c4a2d2; acquired-result-dc2263594206086146ff; acquired-result-69dd80a04eeeffde97be; acquired-result-af602ff9273fc2f91e7a; acquired-result-da19d174273149f1afc9; acquired-result-94094b92ad8a572c8552; acquired-result-9f4c78c568af6cd8a665; acquired-result-9f3567a36c649d4aa14b; acquired-result-9283a52b9fbc880510aa; acquired-result-6862e96487beddc688d4; acquired-result-f8f8b40384b9e8dc52a4; acquired-result-1664e1213d52755ce2fc; acquired-result-91a404c2848f8502af66; acquired-result-b4b19495477118fc2772; acquired-result-be7988ef6398eb4950cb; acquired-result-f8d181a8390146aeca27; acquired-result-2e1ae1380aa7dd7ed5f8; acquired-result-8f32cddcd99ccf566d5d; acquired-result-ae31da0069e689a13802; acquired-result-b0841ed9dfef2756faf9; acquired-result-14db85c96518e81729c1; acquired-result-7865ff9c4def172739d0; acquired-result-8ebd01c5c6f6e6fd016c; acquired-result-bb4d3bd3b88b603278b1; acquired-result-ff1c139417383fd518e8; acquired-result-8788e110c138cc06aa3e; acquired-result-7022fbf6076f36508061; acquired-result-5bae38c76bac3ffdb9c6; acquired-result-c9f5ca55f8d5575f5d16; acquired-result-a5d90fc14b21778029ab; acquired-result-2f8598e47fff03d9a9f7; acquired-result-d6fd66eb4d9ae919b582; acquired-result-be8a3149c5dbdddde64f; acquired-result-a99037450cb7d2bd8cce; acquired-result-db3ebdbfd20d1b7b0dcc; acquired-result-78cee216a60d2a6d74e0; acquired-result-044be90cbd252c7be1de; acquired-result-760dd8e89fdfdc795f74; acquired-result-0559249e86c80955296c; acquired-result-36520ff386052474eca3; acquired-result-d770d147c00317b9609c; acquired-result-c94a3eec13990cb6401a; acquired-result-e10aad68bb66e1da4b24; acquired-result-6023e1960fe643b643fe; acquired-result-1613b74d260a70a47405; acquired-result-699d507c122da8c291b8; acquired-result-e6592df95d5bc631e808; acquired-result-f625a5bfb9d94268bd57; acquired-result-c8fc886916a6ea0f57c5; acquired-result-fae9f52cd03bc38e73e8; acquired-result-f9305db2d8808bad33e8; acquired-result-b5a6f5f3386730132559; acquired-result-f5c90ac288e50a1766b0; acquired-result-cf7124e10ce1c0aa7c83; acquired-result-abb31f3135f50f20cd96; acquired-result-15fe64a29d5829911a46; acquired-result-f54d531f09d83e86dd67; acquired-result-53e23085e556b41ae678; acquired-result-6aab315b19f902536fb8; acquired-result-fb66331e202049924504; acquired-result-8366307014f68c6063c7; acquired-result-2f8d3d90bc22c7edd4b6; acquired-result-8ba190d89779502902dc; acquired-result-660bae45a34edfd80746; acquired-result-aed0efee4fd720379476; acquired-result-853bf9ee5a46e5e0b430; acquired-result-0aa7338f68fcc2bb77b1; acquired-result-7c0d0398983931b0241f; acquired-result-cdba3185f924c2b4c0ae; acquired-result-71d8a3484e5c9d822749; acquired-result-ce8b1a90a512dda9fc58; acquired-result-ac468dd7e66077c36f6b; acquired-result-65252fbf19d2bece69cc; acquired-result-9496a0682c634f86a5a2; acquired-result-3173e510cf90276cf710; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[240].score_avg; submission kvgqk9C55hb7YBtZLaA9 through JSON entries[319].score_avg; submission w4NLG0tJSEFUbbjNsA5f; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-14573cf95c172a4528f5; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 321–400 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-12371ec5808bc09619c0; acquired-result-9657af8ee06d50e48033; acquired-result-2517aa62910d61f9ac6f; acquired-result-416a8cc1c0d98935dd12; acquired-result-2ab3598dbd86c669feff; acquired-result-3d2bef00bf4c8b2fe9ee; acquired-result-5e5daf1db41cc1b210c1; acquired-result-a4b1c57a44a5058e56a5; acquired-result-841490b01c3d28491b68; acquired-result-e70d6c08447cf1edd103; acquired-result-450995c4db99074cda3c; acquired-result-204d87cdc287fa5eb9a1; acquired-result-6512ca08575fcd7abced; acquired-result-146458cae94767f86ebf; acquired-result-2d9b6763c7c336f985b3; acquired-result-94b340a477672a36f276; acquired-result-04bca0731b4344084367; acquired-result-cccce61b1d2d72c8bce5; acquired-result-8fa6b7466544733363ea; acquired-result-4d5409dfb1c4256843ae; acquired-result-ad2580bd8e9560c07192; acquired-result-574fd2761173fcab5318; acquired-result-d6488f85fb68ce03df78; acquired-result-3136f4eb7093d9d805f9; acquired-result-551387af95dd04d798cb; acquired-result-650499ab7a8ce5606c87; acquired-result-5a6aff69bda565954003; acquired-result-201609ea64b00a4c975e; acquired-result-b551ef85c82abaced53c; acquired-result-ecccc275cf6e2a1e38f3; acquired-result-41b502341f9d695858dd; acquired-result-89d1787eb56b20e57026; acquired-result-c7cadf631a76e6d8efe3; acquired-result-70670d8a151a1629c40e; acquired-result-3307586bb1df3992b49b; acquired-result-81a6b2cdeb1cd358b874; acquired-result-df5c17c9947235c4ccb7; acquired-result-8f2bd3215ab5e4933043; acquired-result-f6b2ce7e92e8a5178f7d; acquired-result-9a12d55745199f28692c; acquired-result-f1473fea2ba1a06f80e2; acquired-result-3ca678fb75158f7f5d70; acquired-result-eec943871e82144118cb; acquired-result-132a2cdd7fd56987dec6; acquired-result-5c91bdff9103cfe06aae; acquired-result-836d981fd473ef59988b; acquired-result-9396f6f09f17b9205587; acquired-result-e939adbef3bba695d2df; acquired-result-86fbc4fdc3dc4d2d5dda; acquired-result-c783dfb4756da49e1f99; acquired-result-7600ae3744ae18c85048; acquired-result-187a1779fdddbbbc71e1; acquired-result-94c8473131376ec945ef; acquired-result-4698bd41759d864dfe5f; acquired-result-e794cbf9b1b1c1c42fa3; acquired-result-ac8645cc6c82e16e2801; acquired-result-783748509c729486d404; acquired-result-5d9ee22ba5a0a43735a3; acquired-result-8b04469100f05c0534cf; acquired-result-2690c61f219609d4ee3d; acquired-result-ef90ef1419a58fd890cd; acquired-result-6f7ca7d0354ce4a47021; acquired-result-744530e42629c49780c8; acquired-result-d9efbaeb8a6a27b9e35c; acquired-result-741a045ac93e5c730d09; acquired-result-a087afd59dd5292e5237; acquired-result-b4c8cc32dde5e190ba88; acquired-result-c16b20867296aa2af069; acquired-result-cc26c21003303dfbb3c5; acquired-result-9c300d1832c04e4a3989; acquired-result-5e4a4748938bc5181cc4; acquired-result-be545e035cd1e957eb05; acquired-result-f1fc4aeb60c22c8eb39a; acquired-result-6fc326a269e6414d86fe; acquired-result-fef42b65b5f23f63b0e4; acquired-result-6e4970ca3fb52fd2ab4a; acquired-result-e41fbfa74994b4d11deb; acquired-result-c6f828631f348298aa26; acquired-result-ec9f325e6db61c78bc85; acquired-result-c0423ea9682147def004; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[320].score_avg; submission 8OusXZxr5h66vRpyo1XU through JSON entries[399].score_avg; submission 0hoMdIqHMdbPevm1WRXM; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-5db1e69e05133dbe45c1; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 401–480 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-79199c20142e1f0d0173; acquired-result-515116ade1b23c54ea81; acquired-result-3398940012e1ab52527c; acquired-result-84bf64e99ce4b61a4228; acquired-result-f8f5b5325809f7effaa7; acquired-result-7a719cd88e695f026fa7; acquired-result-af60fdd1b3c7144f29a9; acquired-result-c43bfb9d7f4fba0ec9d4; acquired-result-a3dd29949626129d17d7; acquired-result-bd498c311af5664e3c8b; acquired-result-81016154ebb0e3a65667; acquired-result-701044e9ddc4568d3033; acquired-result-ca3df4aa8db99109a84d; acquired-result-f2ec55b18b135c1fb1f4; acquired-result-b0ad8a7071b6d407d4e6; acquired-result-547c47e798b038f608c6; acquired-result-8ac795b3c954330be8a2; acquired-result-cc103c51a1787bc575bd; acquired-result-92df10b1b49d96c737d1; acquired-result-0735f5d41e95095325f4; acquired-result-c433fdc4fd20235bf08e; acquired-result-f6e18d124051d7ae98f6; acquired-result-0646ae11dc930f93937f; acquired-result-bfea87f062362f14867d; acquired-result-5cf131a7f519058d8c0d; acquired-result-020fbf9a9fc18511482c; acquired-result-2404322976079820dadd; acquired-result-60493874b99f158d89df; acquired-result-537e5ee2236d96cd1302; acquired-result-7e5a38db1ec15e2ad183; acquired-result-dffab3d4da706f56be8c; acquired-result-d71d9d92ac7ceff8148e; acquired-result-54f051992e3da7fd4b16; acquired-result-7b69ff7b398c8bb3788e; acquired-result-0665d05c455838f9a7bc; acquired-result-063592f8c68330c651fb; acquired-result-1fa266a875b697696fb5; acquired-result-3c7c6834152b3aa3ed93; acquired-result-3ad93a2e11153b5f5149; acquired-result-80298bf81113825cceca; acquired-result-9a373be3f18a846b8e8c; acquired-result-f2a7587f9735eccd8f5b; acquired-result-6b5dfc47eca815ab393e; acquired-result-582bdc5ae210300fca12; acquired-result-3fd207adaa931a82fd0b; acquired-result-a85887e6e7877333ab4e; acquired-result-45166c3ea03d4dbf8a57; acquired-result-20f85d5c75f53f5cff80; acquired-result-5dde8bc91578e8fc20f2; acquired-result-5e0643f65ab7b7f23eb4; acquired-result-43164de15ca650467dfa; acquired-result-29db37f099ab9906e7bb; acquired-result-3984c73473567b0392c0; acquired-result-004cf1aa5f51904982b0; acquired-result-bc66a962743d9124a25c; acquired-result-9834956288d36be1ad50; acquired-result-bf920764fdf03d58c67f; acquired-result-8e2752ecd98ceca1fdea; acquired-result-f3e07c53b67fe28b2114; acquired-result-36081cf4de12c4fd2076; acquired-result-bc20903e4dd9d74a8739; acquired-result-968183cdf016709f7257; acquired-result-abccdde96dfbb332460c; acquired-result-2e59a72f4e4484aa184f; acquired-result-a6cfa7b7f978522e41e3; acquired-result-c797537ead67549f1b24; acquired-result-874aa4700688a65c32b4; acquired-result-89290186714be1f5b9bc; acquired-result-cca750b686bb67aa5117; acquired-result-d87b330e4d3eab48b9d8; acquired-result-f42f29ac1593f2a233c8; acquired-result-4cd83f6e454ff2036bce; acquired-result-3143aee9989118460143; acquired-result-b31396af3d908f93df89; acquired-result-f3027fe9eba866e7e8d4; acquired-result-2c73fa7797374ab5e942; acquired-result-6ccfd6460493095efcc6; acquired-result-b725f9e058629a5d9b13; acquired-result-66440cd6d70135274aa4; acquired-result-0c48f3112abdab794f51; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[400].score_avg; submission wtU1NGafLcVjgiSM8nSo through JSON entries[479].score_avg; submission eI5Ggd5wpoZtGUzRNcyL; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-8f5e68743f28828ae23b; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 481–560 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-4ce5e26b8b9220e4f537; acquired-result-e4297096463d2f3ae350; acquired-result-5865bad5d157ec86bd92; acquired-result-37664cf6666a8f86a809; acquired-result-661655581cbcc76310d7; acquired-result-00cc90ae578cf3ea8848; acquired-result-e655bbb473141daf6768; acquired-result-01e6b4942ed218c5652d; acquired-result-855b80f715d99b49ca3f; acquired-result-76380a5d0a2e2b15ddd1; acquired-result-0f79b3c4cc603a2aa3e0; acquired-result-a20da2697869a5e05388; acquired-result-57c1f04b841de14cbbed; acquired-result-1a641bbf98e1fe8a582b; acquired-result-8a9626cb9b64394a1bf9; acquired-result-41cc47e579e2140a1b71; acquired-result-7408ed513ed6df7b6135; acquired-result-bd311cd3792b34ce5725; acquired-result-8489797957f0582c4bb0; acquired-result-5e37c6ba720c070c26dc; acquired-result-2ce208192f04ec61c38d; acquired-result-0e31a77c1c0d529ed309; acquired-result-c738c43b6070a0c765aa; acquired-result-0837d8c028929680a839; acquired-result-cc5eae37d2a079fb7730; acquired-result-3f78398e1d7733cd30ec; acquired-result-491a7d0babfa2df477d0; acquired-result-54cedd6998800bcb2553; acquired-result-0625119b29bf45db6441; acquired-result-417c28f689211719a73f; acquired-result-b1e203e7ac1dfecba163; acquired-result-4843aef759a39d9fa2c7; acquired-result-be9d84dbb9237a94facf; acquired-result-d9287d74d5174aa75b44; acquired-result-6db1336a8ec50c92570e; acquired-result-de2eacf6df3067ea61c3; acquired-result-981e9228b98007dbb10c; acquired-result-f1fa9ad349b7c538c615; acquired-result-8492f1a0db8c712d5e16; acquired-result-96a666fc5e5d0516531b; acquired-result-08bc064c619bf32e6c8a; acquired-result-ce80ad9c36997aeae3d4; acquired-result-88b87d59a01e113a90eb; acquired-result-914ee66c645d5bfc5402; acquired-result-d69ed08241cd5a53102b; acquired-result-f66f2e41dcfad129bf05; acquired-result-b9f826facee0058a370e; acquired-result-665fc0f7eabd022a1165; acquired-result-902ba3a5848a6865dbcd; acquired-result-376c18dc6a03395d9b1d; acquired-result-2fff929238e3ee885267; acquired-result-8bdeadbe5550b413fdcf; acquired-result-7f8a886f18859ddd7da8; acquired-result-0c1f5e3c4074fb70543a; acquired-result-1664e2fc6d0ff7421694; acquired-result-ed65a14f4d26aecba61c; acquired-result-97e65b6fe4d20fbbcb42; acquired-result-e49e8a1a9379a80fbcd3; acquired-result-53ce6846c8401703b247; acquired-result-c85d2f4beaf7a8ed6407; acquired-result-01399a6481896bbbf681; acquired-result-474d1b50c094e6a8b902; acquired-result-54970c7103749823112c; acquired-result-a074fdf16b70c62995fa; acquired-result-affcdaa3ea6f81595d1b; acquired-result-be9c88b5073163577699; acquired-result-77a443745766837edc8b; acquired-result-fe558a0c6106d483f12c; acquired-result-f0c75b2ab07390b6118c; acquired-result-60b746fed9b05b4081ff; acquired-result-355a7ad7a7b75ac3da54; acquired-result-6ba86232b7a7e926f8b4; acquired-result-79db0d64bb43db1a1ee5; acquired-result-5a87343f0fc5ab8fba6d; acquired-result-3d6d194a022076c3ca18; acquired-result-210e144bc3affa152c16; acquired-result-b127d05a0e34a6ec3911; acquired-result-3546defb8aa93d314c68; acquired-result-63e6229fb786f90b81dd; acquired-result-eb6f182609079f65f6a9; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[480].score_avg; submission uFs8mt9d1LcG4f82F9s2 through JSON entries[559].score_avg; submission uF0tfKvrlibtTREXL6Kh; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-661e78a43f5b87ea01b7; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 561–640 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-767c1760756889afc413; acquired-result-4b4cacda801a60fe59cb; acquired-result-4e0c1694ffd7a54eb12e; acquired-result-f1820422a2555d55e39a; acquired-result-d8c91a96b4d2979b95a0; acquired-result-92f898a50937bd97b064; acquired-result-0ee804ba7d1917ecd435; acquired-result-4dad6e426208ec10e419; acquired-result-4d679897941907684fcd; acquired-result-12856051362e1ebc98e1; acquired-result-132364da7dda4964157e; acquired-result-310ce49f5cd9d9f0a84a; acquired-result-f9ca78a831d85f1befac; acquired-result-1cf68e94043919effbcc; acquired-result-b1103c49e7e4dd314834; acquired-result-3bc10b72f8cb8d308ac8; acquired-result-9236a1623c6dcbb93eb7; acquired-result-92b73f20debf0daea398; acquired-result-d374a9b9f7e297427414; acquired-result-e3db2027c8594e762c37; acquired-result-b262038473aa9c47809e; acquired-result-f0e80cf7f08eda5b67b4; acquired-result-a7ae7c82fb157fb5cb80; acquired-result-cf5e658a954888e49db7; acquired-result-20703b8067b0c76fc5af; acquired-result-2cf97bed3a69447a0b7f; acquired-result-e2d2ab8ee286d6c2c843; acquired-result-ebc67efa4c2e1e0a8099; acquired-result-1e992ecfdf8e0ad85055; acquired-result-289cd3be8df00db8a3b1; acquired-result-712146f688080215fbae; acquired-result-0b99a560001be11f7a3e; acquired-result-21ea1522ca5027d5c98d; acquired-result-3c31ba29ac4ccf69ad57; acquired-result-22dde68c8dd5ec150ffd; acquired-result-7d11fc74934620325558; acquired-result-c1fd44aaa3634a54999f; acquired-result-d80a390cfd2ddd4ccae2; acquired-result-e950051243158458acc7; acquired-result-943727182707982b4e33; acquired-result-4a4eda0874824d0a7d1c; acquired-result-8f0496feb49f0930828a; acquired-result-d53b6fe6bb2b2c5fe45e; acquired-result-ae9cc165590630b4606c; acquired-result-42e01199244e694a102c; acquired-result-0962604df2c2c1c981e0; acquired-result-c783d3ea3747ee33364c; acquired-result-111597a7ec0ea66c19c8; acquired-result-4ad5b1ea164e98ad86d5; acquired-result-472353d59442e0d77cfb; acquired-result-80831e82198d59c84573; acquired-result-a009dea9e8396a5261f0; acquired-result-eaf11e078435dde5fdaf; acquired-result-e7b8c5a22199ca318794; acquired-result-0eb2680db5da26d4f5cf; acquired-result-6780f641d118aab89e04; acquired-result-cb45d1256f52d0732525; acquired-result-005140539e4b6e5738c8; acquired-result-237ff0400d66101b6e5f; acquired-result-afd3a1564b56eaf8be0d; acquired-result-2cf31ee8383a3541a394; acquired-result-ea44571942d34af9fccd; acquired-result-83abc3c8a6deff896ae2; acquired-result-3afecbca0e2ecccb4e6f; acquired-result-30be1e3e2569e0fa1030; acquired-result-369dd9890ee307fb9b7c; acquired-result-6bc323fc1394aed793b1; acquired-result-48792cc31fc5f341d6bf; acquired-result-7f9c56ee7722c8a5be4a; acquired-result-7504acee8e255f916beb; acquired-result-f577c28909f6083598cb; acquired-result-5e5c6750f4255f1396c7; acquired-result-81b1237d9e0fc3c873f6; acquired-result-63fe9ffcb35103d9f33b; acquired-result-b25127cd147de17ca0b2; acquired-result-4083a485b79199c2669b; acquired-result-5f922b630c8716b821ff; acquired-result-a6f05180efc696b24395; acquired-result-d9ad69684d8a67f4fca0; acquired-result-bdb504a5ab1844b9cf1f; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[560].score_avg; submission ux3hAxfcfehUiOlAs9lb through JSON entries[639].score_avg; submission GCyn4URWRSwzaC5dxvAq; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-4ab7bcc63453d4830414; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 641–720 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-721b2b349389c410f93e; acquired-result-90130f9573f5fe290715; acquired-result-94d85d355cb85396fd47; acquired-result-4b88ae8678223c25057f; acquired-result-ddeab6f135bf62924761; acquired-result-a3c8996d8c556395f5f9; acquired-result-1d377147610af37bcdc0; acquired-result-37ccbce8d3efb6c2bc4e; acquired-result-330cb75c3c085390faa6; acquired-result-d5fa50b62b182220c1bc; acquired-result-830a23a115c64b1ca2cd; acquired-result-19c17c964522466ccaea; acquired-result-fc939a5677bc9ab0cee3; acquired-result-862e6e024bc1dc88db1b; acquired-result-13f00a61abf51467de4a; acquired-result-e9d245a4dfb784b9838a; acquired-result-3f053b5ebf98f8665090; acquired-result-d7d45911c2d7ce8ccc93; acquired-result-1999a7cc9a1c281175ac; acquired-result-b72e5fa247fb5195c6c3; acquired-result-a555c87b6c0c2bd451ba; acquired-result-fe45cfff69df364b6f5c; acquired-result-ec531bb17289cf4d1351; acquired-result-f95783dbeea94764bdc6; acquired-result-a7abb34831ae17a23289; acquired-result-a9d3ee3b3055f016c2e3; acquired-result-a8074d5a1c603297b064; acquired-result-5e79eb693711cbc831e4; acquired-result-1caf43a160f9b891ac00; acquired-result-36cf07da9308e1c8b4e0; acquired-result-fd2420e519be8ea72d9b; acquired-result-526cad99dab64740588d; acquired-result-56b465035e64272b6ba7; acquired-result-7bc743f92720db63c24a; acquired-result-edb2825d4a889090efd5; acquired-result-8553ea6c4ef98ee4249a; acquired-result-09a0a3ad7b53851ee451; acquired-result-a9d9366238bd47239c4b; acquired-result-071c5bc433dc10c28071; acquired-result-40f76da6d10379c3d385; acquired-result-ddd2b96cda5ccc34a4ca; acquired-result-cce77c939909a930c007; acquired-result-a4fb5dce46952d64957b; acquired-result-dff0ce0605e46dad1dda; acquired-result-59ff9a46de034acd2f84; acquired-result-272c97bdf8aa1a05e486; acquired-result-03572d1659984122289a; acquired-result-5efaa10993c6d3aad51d; acquired-result-f430516e87ddbab96673; acquired-result-ca427b5db035ce640426; acquired-result-0eef18f29fd85a3b0d2d; acquired-result-ec68a07901e484c7bae1; acquired-result-36d9426d1731c19eeeae; acquired-result-355f12dc6c273e79c92d; acquired-result-48fb0f6c99cbd1bf1c8e; acquired-result-107a3c858e3760ff3020; acquired-result-a9531bcaa127b0cb8f6a; acquired-result-62fa2006958e79803f16; acquired-result-7d3cde0e67b0adf16052; acquired-result-1018dd4e8a5db47148ee; acquired-result-60c21a2cccb0712f8d8e; acquired-result-42e54b49d52527a7b04f; acquired-result-6fce69d84695436a8af5; acquired-result-eb93ccf8aa1908865d1f; acquired-result-bcd45d44dce55b75a6a1; acquired-result-208c5eb33c780d95aef2; acquired-result-d3ea88b41e51335fb094; acquired-result-2c88376f15c4194da39e; acquired-result-537b169841f2addfa5b9; acquired-result-df4730041604dbdd0acc; acquired-result-3b2bf2f6b7d87af9e088; acquired-result-8ca471056804f082f398; acquired-result-efbe833996adf7dea3d9; acquired-result-4f240ef38cc3f11f4184; acquired-result-a440ba6530d9d618d209; acquired-result-e4d2de8b99b7a1288419; acquired-result-0eef7045d0066194475b; acquired-result-5a1310e55168ac7e71d9; acquired-result-c9d31783e432647d93f3; acquired-result-ce409ff6ca76d904cfe5; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[640].score_avg; submission HCSqbjAslJuhXzwM7ksC through JSON entries[719].score_avg; submission Hy0cFE0alKopiFm9n5a2; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-b503a5ece75cef9edc9e; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 721–800 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-4099bf210deb670cbbba; acquired-result-8dad7cbf436173bb9a6d; acquired-result-f071d49984f76da22c86; acquired-result-c42e7dbd16004d3941b0; acquired-result-25d6a9e7309f2808c2cf; acquired-result-eec83c7c5372d877ae69; acquired-result-60c9d28990bb0f999eed; acquired-result-31645f9f18a231c2631a; acquired-result-24541b32ad73b13df036; acquired-result-1c8815653d72127c35fc; acquired-result-d4c1d79d9cbe0ee26761; acquired-result-3af9882270aff61ab571; acquired-result-177ac34c389dec0a2a5e; acquired-result-fc83c4868b1355e717bc; acquired-result-c64d2c3e454b4cebd6fc; acquired-result-f4a45d204188a3ff097d; acquired-result-c203271e049596c15e78; acquired-result-4e7ab83bbe559cbd4db9; acquired-result-b81f3f24daa7e88dbc61; acquired-result-e5fe3313aedc52d23807; acquired-result-35f21516d4377bd49715; acquired-result-efb31210feea84d05fbb; acquired-result-9bc990cf8fde6cd513f6; acquired-result-b1111e95ecee6325739b; acquired-result-b8a238c14a4c3cc462af; acquired-result-e256ca03d971cd362a99; acquired-result-d9d4dc9ffbb150952e5e; acquired-result-0d4dab002ab1e85c8303; acquired-result-632bdde9eeb5a23aafde; acquired-result-1b75ec1ecb100c6804d8; acquired-result-ba9b57a2ee8cee428a5c; acquired-result-95d7c63276b9aa757eeb; acquired-result-37dfa544772513ef038e; acquired-result-fc0b82eab5f29f48d239; acquired-result-4530dd6fd6f955741e27; acquired-result-035620d4dbab69f96027; acquired-result-be58388250071fce2971; acquired-result-24f61b036e909438f344; acquired-result-6c1cd8025d801445db74; acquired-result-45ed67a228510f1c5935; acquired-result-6a464c1984ed2c9ca7ca; acquired-result-93530fbb54265c5c0228; acquired-result-b431330831ab9f34497e; acquired-result-649ddb165285802bb503; acquired-result-d250b91a94dfbe4f737d; acquired-result-4f2c4f76d924b89e5864; acquired-result-15574393c60909363e45; acquired-result-754c06836a51ce4ecca5; acquired-result-75467802c48a08c5f1d7; acquired-result-38cf7d10f53f1e9f877a; acquired-result-f2231d713d1253d4d06b; acquired-result-d348f971d90037274e33; acquired-result-00ed394e6cc451c4fa55; acquired-result-d13618f7a2401f35eaf5; acquired-result-66deb71a37a94c04e562; acquired-result-0acc0d59e715f4c0ec59; acquired-result-e0eec9f0ef63a3005236; acquired-result-127697256e747a8a2b78; acquired-result-1fbf67fd70fffd36b952; acquired-result-d6abdf09020e88dc11ca; acquired-result-8efc55200e0fb2653293; acquired-result-04214b8dfed431b5d0f1; acquired-result-fdc1557daf3e735f5a59; acquired-result-d3c20f8f4e8b86b443ca; acquired-result-077f6d304cdd6a1bddff; acquired-result-fd32f356593134e3c4bf; acquired-result-e3f4a781282c9fa3929d; acquired-result-5e4ec0daee86cf47dc84; acquired-result-7064ff48897a4dec7010; acquired-result-e31ec0f6fe749fc6d7c1; acquired-result-784de35abec76299e6a5; acquired-result-ad24e9b649a78691fa9b; acquired-result-8f5d996b45372c1ffb7a; acquired-result-aa9f03c5e140a199d06c; acquired-result-f68e34f66c858de1f7ec; acquired-result-18be050d8b48af539e80; acquired-result-1312a29d892ee94137da; acquired-result-78750cffe000a925bc2a; acquired-result-8e4281c7d4a43390a596; acquired-result-35329dd0f5e39a2eec9b; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[720].score_avg; submission ZmbWDdfIKdfGETLQejwb through JSON entries[799].score_avg; submission HkieegIzEQHiZtEajV3M; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-afb4c0895b7c7118a718; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 801–880 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-0deed32fe1e7de13b3a7; acquired-result-f1186b221ca3e5cdb248; acquired-result-4760b414dbd699952dc4; acquired-result-61d79cf384115a8e638b; acquired-result-3beff17e9817f2fa7259; acquired-result-7b3b38bc4790d9c214f2; acquired-result-4c29dc77fe7d786197ae; acquired-result-464e916b4b362c3f62c5; acquired-result-9ff168cd12a64d0c53d8; acquired-result-9291965571939e92823d; acquired-result-0363ca6274e4daf0659e; acquired-result-9b61816bfb7f4efa15e0; acquired-result-532d78a4459d0e2ceae7; acquired-result-f5d9afcff53e46b87ca5; acquired-result-e8b7c1d77c10cab72649; acquired-result-1a8320da52d19effaff5; acquired-result-1708a54eca1c57b8fc54; acquired-result-16d28ef234aa15acaa35; acquired-result-98c10aa576873b64ae49; acquired-result-34f17655c794512f8845; acquired-result-ada7e6cadcb650d538c6; acquired-result-13f82fce1049e38212dd; acquired-result-ac249214e2fbb229ef16; acquired-result-f07244b6f9dc8f539574; acquired-result-05d4072ff2a601a87a5f; acquired-result-8b53d9295f4183cd998c; acquired-result-a3457e5d046d5e4212fb; acquired-result-29bd435365d2bf291c09; acquired-result-fa132c1e7dbd516a62dc; acquired-result-da433d0f87d57d94f8f4; acquired-result-33530d162651b649eae0; acquired-result-dbb6e558bfa106a9af9d; acquired-result-31a96c0db750ab5ce6e9; acquired-result-c697b81fad53d100e326; acquired-result-50c5f93ff90eac85faa2; acquired-result-a79a061cfe82d3e30866; acquired-result-9d6569d62c482b914913; acquired-result-b54bf177b903108aaae8; acquired-result-bb63f1d766332225bbdb; acquired-result-51619887ba25ee0047ea; acquired-result-60757eb446adee00c591; acquired-result-bc4187c6b161e7e65948; acquired-result-bbdbdc473897b5149d7c; acquired-result-8d6ce662b4b1958c6d42; acquired-result-e47510c6459a6469a16f; acquired-result-5c2676216e18003a180f; acquired-result-3cdaea8032406050dbd2; acquired-result-c8f9737a838c103a9fdd; acquired-result-d079288ceecc843a2642; acquired-result-d7544d881c3c7206616d; acquired-result-e94235e87a450359dc87; acquired-result-c816215238b7542428a9; acquired-result-a428eb79f8be11156b19; acquired-result-657064affe94ad9f9a9c; acquired-result-6474f70c4c9ca9909cf8; acquired-result-b4f894c235ec233d55d5; acquired-result-026493d13224a273ea66; acquired-result-255ec4a91610a15f3452; acquired-result-931a64de97748fa1b43f; acquired-result-fe59257f414b0071a3a6; acquired-result-f161cc6f8cb0e80a25e9; acquired-result-8e8ac5ddf9ce9dfec05b; acquired-result-79bc2592569bb10f293f; acquired-result-4842d9f90dd74b694633; acquired-result-95092696f6c1e189e409; acquired-result-16261b9226973732dc71; acquired-result-9b652ca246a138ae0ba5; acquired-result-b3b83fec80ab1b0fdd3c; acquired-result-31a8e35b6e6406bd7647; acquired-result-9bbd547574e47c954d73; acquired-result-7e21620867a2c07f011b; acquired-result-9f21b141aa5fb3c7f358; acquired-result-3afeeb24a9568bd1b42e; acquired-result-f3f05776ec11b7925bb3; acquired-result-572a736d52c750b52ad5; acquired-result-048696c162335d8bf0ff; acquired-result-337bc975d7aaba3b4483; acquired-result-d622cad1dd0006be8366; acquired-result-c999ee674c9bc8267877; acquired-result-d21bc4de0c538ca00d1b; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[800].score_avg; submission QWeH9acgyiqwKeI8hU3V through JSON entries[879].score_avg; submission pRcvdZXtyi2V9DN4rYEa; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-1672b1edb32d7f65352b; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 881–960 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-d77de61f84811193c76a; acquired-result-ffdf3b91a05b7b595152; acquired-result-3d95e913075d05026e0f; acquired-result-fc052cda8cf5b5bfea2e; acquired-result-5e9c719196021a735fe8; acquired-result-e0ce232e74192749136c; acquired-result-c624794cc693f793f7af; acquired-result-5f47bc4b0c5c77c41edb; acquired-result-75a589878858be3e1bab; acquired-result-0ac6faac33c793c262fd; acquired-result-604638e5cb83cdf1a402; acquired-result-8fa3792c1cdf76386bb0; acquired-result-83823849cdf0eccfa79c; acquired-result-badf1aa550185e0e0a53; acquired-result-bffafec027e7b16b5f3a; acquired-result-1010490ec9607397ca18; acquired-result-ee9d563a91606a87b3cb; acquired-result-1121fc5fcda4854f31ad; acquired-result-be27f4f632a20bdda2df; acquired-result-33e99322f457bd5cee40; acquired-result-3da715cd6a8ad0da94ea; acquired-result-e3129ab48de26bd088c1; acquired-result-b8058398e9704e32d91b; acquired-result-1c14b8a76e1ef1efe32e; acquired-result-5945a64f5179b4ef526e; acquired-result-2d8bbaabed23fddf16d2; acquired-result-f57c6e8a9461281e975e; acquired-result-00bf9c0d250fc2a7c1f7; acquired-result-9140c63fb7343f6cf000; acquired-result-297587252331686b0d32; acquired-result-f7122234461595dd1968; acquired-result-d41663da1d594b145fd7; acquired-result-f454cf95d956a0bed0ac; acquired-result-0d874812701db8fa2c14; acquired-result-2d4a124c74563e82e4bc; acquired-result-6b100c9deb9ff2537fb9; acquired-result-5243995602e1f1899030; acquired-result-e847acee6b78db7d69fb; acquired-result-c3bd2691b7d67c81bb9e; acquired-result-3cf3df9b3a669652e5af; acquired-result-61b16483c1d43513d2f8; acquired-result-fcc8bbb742e39fb00597; acquired-result-83a9838c7039112dfa49; acquired-result-b0d7f9d5ed1e8b0f6a78; acquired-result-769d77c37990146d6248; acquired-result-c0da6c5a7551e4321aff; acquired-result-8c4da642b6f90cd0b01f; acquired-result-e9abacb2b4235dacf369; acquired-result-c86055396767b3c7fbd7; acquired-result-f798e8776a3b380ce091; acquired-result-8e80d215e2e89dd2a521; acquired-result-a828f28d5dbc413e6974; acquired-result-284db4903830bc2be6a0; acquired-result-c331d116c8f553196a08; acquired-result-10a612417a42763031a5; acquired-result-0b7cfe183023a87215c2; acquired-result-5477178df1230af48a3e; acquired-result-fb46dccca25e03cf115a; acquired-result-be72a1807a62d0053772; acquired-result-70295e6c9e6267d1aca2; acquired-result-5922450df0f6032f75c6; acquired-result-61cdceeae5cf078eb4b9; acquired-result-15d74d3aa02186d94b22; acquired-result-93e573cee7c280e3f305; acquired-result-548e6004845e8458b634; acquired-result-c2d67a42e75f3a297f57; acquired-result-df3370abb615348adbc0; acquired-result-b0b874c221e8a1e2a0a2; acquired-result-7ad5a081e3f73b2615de; acquired-result-d4aa4b78bb8b65a84a68; acquired-result-189f70ef96b3857dc016; acquired-result-4974cbc510d30cd5a238; acquired-result-1bcdec362fa4c06d206a; acquired-result-8abd2b934a56a4371e25; acquired-result-aae0105beb9547d4aaec; acquired-result-81d450263e6cd2c5eeb7; acquired-result-1f6750cb1803c4a0ebdd; acquired-result-4accb1580035b6bd517b; acquired-result-ae4a8c4651ef09fde88e; acquired-result-89801d8a011674ec33cb; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[880].score_avg; submission ath4Ji43uywe8hP3IhI3 through JSON entries[959].score_avg; submission oxJTS4zYECBKZ28BJ7kM; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-ff58db19092b964209c0; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 961–1040 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-f3a62f7ac8e90fa08597; acquired-result-445766691c4bc564469a; acquired-result-3c8cf9c6a58aa1eedcdf; acquired-result-ebcff2b7916ed3c692c7; acquired-result-aee7555e66f6444d99d4; acquired-result-f4c29d8cde20dad8daf4; acquired-result-2a5501b0ef0ec6dfa870; acquired-result-c9ae9269d5bd335dcf13; acquired-result-58896541e461c500dec2; acquired-result-5e552782ddbb609629a6; acquired-result-6f3c9223f58ea106379a; acquired-result-4d2376ff53cbc7ea5443; acquired-result-4379fd40c3b1935d7ea2; acquired-result-2d4fb723f9847d976174; acquired-result-8303c7b6c9d3d193bad6; acquired-result-59be7536495e42cf4118; acquired-result-fd5a3939c53f208d8f45; acquired-result-82431fa85cb6066864f7; acquired-result-2b88fda95d781219b03d; acquired-result-ee034a49c0cf43a9e20d; acquired-result-617d9594856af8a16c16; acquired-result-9aa1adb578c0ea5d1f6c; acquired-result-d9d5b1b913c668418c6b; acquired-result-4e1694d47df90113c43e; acquired-result-d242f17ed8574583fc6f; acquired-result-87d207f37b68aed7f268; acquired-result-ddf471e84800d9573c8a; acquired-result-9bb3fa596b3a01cf550f; acquired-result-1f737934db937ab5bd88; acquired-result-a88f1fc22639fa707fa1; acquired-result-94e438304bd6db7a1d9e; acquired-result-e7479260cd8df2c0527c; acquired-result-3be12cf21fc13d736380; acquired-result-1e4917bbd061181fef26; acquired-result-d64eb3754d67499890d7; acquired-result-3cfc903e7b0e56f9e644; acquired-result-fe65865d4fbd2e940659; acquired-result-54f5bb9923c9d7c86455; acquired-result-3f152012406233ba50e2; acquired-result-29eda11f312f7934f8c4; acquired-result-f7b85371b5c99172d08b; acquired-result-162b56a08b8c05ad4673; acquired-result-f5c0c022bcd495e8562f; acquired-result-5275f2a39d3bd08d260f; acquired-result-99bf7a2d69597de20e6c; acquired-result-60383bbe5f37a4da2d36; acquired-result-c492e582d2d3501d970d; acquired-result-99c3841c1f14263b147f; acquired-result-6aab4e679a704590f064; acquired-result-ed5516a4242f65757f1d; acquired-result-5afde0643761a4b8ab30; acquired-result-c0025ef8de9c687f59a8; acquired-result-5069143eb6c572236dc7; acquired-result-6fc5ce0e8ae38503f72c; acquired-result-c6eafdd7d515fd2e52f1; acquired-result-6d3c41624a5c8c782b93; acquired-result-87baca5d66f151798a3b; acquired-result-64f03bc46d1abaf71bc1; acquired-result-8c7eb2a3fb7a9067787f; acquired-result-72f521a743b91909c6af; acquired-result-dbd513ad4a2d1b698409; acquired-result-9f0fd00cb420c696a7e8; acquired-result-22e9c0ba7066c0611d34; acquired-result-0362253a0067c10500fa; acquired-result-5a81d52728c0613392a5; acquired-result-bc449a4188b1d217cdf3; acquired-result-d45dbf7e842d5c1bf9bc; acquired-result-9c6c18f18833cf40af51; acquired-result-4cb324ec8745fba1c420; acquired-result-e6f8ec6934235d7076e3; acquired-result-8619cf0e6f965546b925; acquired-result-0fb35e50ca4a6976631b; acquired-result-f9b1a7c64cc8d4dcdbce; acquired-result-7ab8b8b4be0a83df4470; acquired-result-13f41376b627c0466791; acquired-result-4222549f2f9da1b3aebd; acquired-result-1894e5e58c9fd3999a86; acquired-result-285db808355a391a5d1e; acquired-result-031bcf78bf125610e7e6; acquired-result-63756c82c3edc39210de; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[960].score_avg; submission x2xzYjxfDUwMcZOv9QQq through JSON entries[1039].score_avg; submission 3JJhKoB1miai6xml5Nfa; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19; id: acquired-figure-39a1a8eb7d3591f43c11; title: vcc2026-val-1 · 2026 validation contexts A, B and C: score_avg (source entries 1041–1048 of 1048); protocol id: acquired-protocol-7f9c60e5c29f16e44637; dataset id: acquired-dataset-8af49d7590649d8f6daf; metric: score_avg; unit: score; direction: higher; result ids: acquired-result-01d147c305ccde415a52; acquired-result-895ed531d3c72136b34c; acquired-result-9b463b2f62cc2f3ebb2f; acquired-result-a6bc936b93beff4146e6; acquired-result-ea9109cb2b98f1fe7fb8; acquired-result-52ae1507e0e90c1cf741; acquired-result-fb6770383ac467b77500; acquired-result-faf6142e7bde99f57cf9; source ids: acquired-source-f3795f9b2fe16e3605bb; source locator: JSON entries[1040].score_avg; submission q7JWTIs9JTeZncVMHja5 through JSON entries[1047].score_avg; submission ZgkaGzp65HkqqOxhtKoH; context: Complete selected source table is retained across source-order panels. These point estimates do not establish statistical significance or a universal ranking.; caveats: Source-specific evaluation. No equivalence to other releases, protocols or model families is inferred.; Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.; Missing source cells and quarantined conflicts are recorded in acquisition and audit tables. Per-result scoring denominators may be unreported.; review: method: automated_source_review; date: 2026-09-19
scope limitations: Provisional overall validation score only. Team/model labels do not establish a catalogue model identity; do not infer family aliases. Final test results unavailable at snapshot date.

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