diff --git a/extract/embeddings/fluorescence/esm2_3b/ids_test.txt b/extract/embeddings/fluorescence/esm2_3b/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda74eb619cf5459656b297155931d36cd3178a7
--- /dev/null
+++ b/extract/embeddings/fluorescence/esm2_3b/ids_test.txt
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diff --git a/extract/embeddings/fluorescence/esm2_3b/ids_train.txt b/extract/embeddings/fluorescence/esm2_3b/ids_train.txt
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diff --git a/extract/embeddings/fluorescence/esm2_3b/ids_valid.txt b/extract/embeddings/fluorescence/esm2_3b/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..328ce584296cebfaa71ab1f202d4fd9b361feca9
--- /dev/null
+++ b/extract/embeddings/fluorescence/esm2_3b/ids_valid.txt
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diff --git a/extract/embeddings/fluorescence/esm2_3b/meta.json b/extract/embeddings/fluorescence/esm2_3b/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..18ff66820cc3041e2ac403a75e478448656bcd0b
--- /dev/null
+++ b/extract/embeddings/fluorescence/esm2_3b/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "esm2_3b",
+ "family": "hf_plm",
+ "target": "facebook/esm2_t36_3B_UR50D",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues; fp16 weights",
+ "env": "base",
+ "checkpoint": "facebook/esm2_t36_3B_UR50D",
+ "checkpoint_revision": "476b639933c8baad5ad09a60ac1a87f987b656fc",
+ "dtype": "float16",
+ "hidden_size": 2560,
+ "n_layers": 36,
+ "n_parameters": 2835070881,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "fluorescence",
+ "date": "2026-09-19 20:43",
+ "seconds": 180.3,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/fluorescence.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 3000,
+  "train": 6000,
+  "valid": 1500
+ },
+ "health": {
+  "n_rows": 10500,
+  "dim": 2560,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 10500,
+  "numerical_rank": 2560,
+  "max_abs": 14.232892036437988
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.16059037802733606,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/fluorescence/gvp/ids_test.txt b/extract/embeddings/fluorescence/gvp/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda74eb619cf5459656b297155931d36cd3178a7
--- /dev/null
+++ b/extract/embeddings/fluorescence/gvp/ids_test.txt
@@ -0,0 +1,3000 @@
+gfp__test_000004
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diff --git a/extract/embeddings/fluorescence/gvp/ids_train.txt b/extract/embeddings/fluorescence/gvp/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53cf215329a774b84089e85649ea43a99f4e0a87
--- /dev/null
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diff --git a/extract/embeddings/fluorescence/gvp/ids_valid.txt b/extract/embeddings/fluorescence/gvp/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..328ce584296cebfaa71ab1f202d4fd9b361feca9
--- /dev/null
+++ b/extract/embeddings/fluorescence/gvp/ids_valid.txt
@@ -0,0 +1,1500 @@
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diff --git a/extract/embeddings/fluorescence/gvp/meta.json b/extract/embeddings/fluorescence/gvp/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c6ee9f4e915f76e7ed199727cda239bc600f565
--- /dev/null
+++ b/extract/embeddings/fluorescence/gvp/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "gvp",
+ "family": "patched",
+ "target": "gvp_inproc",
+ "weights": "random",
+ "rule": "scalar channels + vector norms (invariant), masked mean",
+ "env": "base",
+ "weights_sha256": "4199962f00f771e2",
+ "seed": 20260919,
+ "n_parameters": 476935,
+ "inputs_passed": "backbone coordinates and residue identity",
+ "patch": "patched/gvp_inproc.py",
+ "task": "fluorescence",
+ "date": "2026-09-19 19:03",
+ "seconds": 137.6,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/fluorescence.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 3000,
+  "train": 6000,
+  "valid": 1500
+ },
+ "health": {
+  "n_rows": 10500,
+  "dim": 116,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 10500,
+  "numerical_rank": 116,
+  "max_abs": 2.8737316131591797
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.03118545781103586,
+  "rel_change_coord_swap": 0.006320139722097755,
+  "rel_change_seq_shuffle": 0.002777470258992689,
+  "rel_change_rigid_motion": 8.634473587666731e-08,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/fluorescence/mace/ids_test.txt b/extract/embeddings/fluorescence/mace/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda74eb619cf5459656b297155931d36cd3178a7
--- /dev/null
+++ b/extract/embeddings/fluorescence/mace/ids_test.txt
@@ -0,0 +1,3000 @@
+gfp__test_000004
+gfp__test_000006
+gfp__test_000012
+gfp__test_000019
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diff --git a/extract/embeddings/fluorescence/mace/ids_train.txt b/extract/embeddings/fluorescence/mace/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53cf215329a774b84089e85649ea43a99f4e0a87
--- /dev/null
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diff --git a/extract/embeddings/fluorescence/mace/ids_valid.txt b/extract/embeddings/fluorescence/mace/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..328ce584296cebfaa71ab1f202d4fd9b361feca9
--- /dev/null
+++ b/extract/embeddings/fluorescence/mace/ids_valid.txt
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diff --git a/extract/embeddings/fluorescence/mace/meta.json b/extract/embeddings/fluorescence/mace/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..d47095d99c30345e43efdec3e1bd977880e81d72
--- /dev/null
+++ b/extract/embeddings/fluorescence/mace/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "mace",
+ "family": "registry",
+ "target": "mace",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "e8e9d6fd9722cc4e",
+ "n_parameters": 584064,
+ "task": "fluorescence",
+ "date": "2026-09-19 18:54",
+ "seconds": 69.0,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/fluorescence.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 3000,
+  "train": 6000,
+  "valid": 1500
+ },
+ "health": {
+  "n_rows": 10500,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 10500,
+  "numerical_rank": 127,
+  "max_abs": 0.552054226398468
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.014915865242322838,
+  "rel_change_coord_swap": 0.05683945173750876,
+  "rel_change_seq_shuffle": 0.0523291422188011,
+  "rel_change_rigid_motion": 1.3602486243731065e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/fluorescence/pottsmpnn_ft/ids_test.txt b/extract/embeddings/fluorescence/pottsmpnn_ft/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda74eb619cf5459656b297155931d36cd3178a7
--- /dev/null
+++ b/extract/embeddings/fluorescence/pottsmpnn_ft/ids_test.txt
@@ -0,0 +1,3000 @@
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diff --git a/extract/embeddings/fluorescence/pottsmpnn_ft/ids_train.txt b/extract/embeddings/fluorescence/pottsmpnn_ft/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53cf215329a774b84089e85649ea43a99f4e0a87
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diff --git a/extract/embeddings/fluorescence/pottsmpnn_ft/ids_valid.txt b/extract/embeddings/fluorescence/pottsmpnn_ft/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..328ce584296cebfaa71ab1f202d4fd9b361feca9
--- /dev/null
+++ b/extract/embeddings/fluorescence/pottsmpnn_ft/ids_valid.txt
@@ -0,0 +1,1500 @@
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diff --git a/extract/embeddings/fluorescence/pottsmpnn_ft/meta.json b/extract/embeddings/fluorescence/pottsmpnn_ft/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c31fa15a8ebdce93430619fc6ad9c0e6f96cfc37
--- /dev/null
+++ b/extract/embeddings/fluorescence/pottsmpnn_ft/meta.json
@@ -0,0 +1,38 @@
+{
+ "encoder": "pottsmpnn_ft",
+ "family": "registry",
+ "target": "pottsmpnn_ft_pretrained",
+ "weights": "pretrained",
+ "rule": "encoder h_V, masked mean",
+ "env": "base",
+ "weights_sha256": "b8171c21b2e3eab7",
+ "n_parameters": 1712085,
+ "task": "fluorescence",
+ "date": "2026-09-19 20:45",
+ "seconds": 34.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/fluorescence.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 3000,
+  "train": 6000,
+  "valid": 1500
+ },
+ "health": {
+  "n_rows": 10500,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 10500,
+  "numerical_rank": 127,
+  "max_abs": 2.4699597358703613
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.5082692283690026,
+  "rel_change_coord_swap": 0.13421373340726975,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 1.330835728765909e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/fluorescence/pottsmpnn_soluble/ids_test.txt b/extract/embeddings/fluorescence/pottsmpnn_soluble/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda74eb619cf5459656b297155931d36cd3178a7
--- /dev/null
+++ b/extract/embeddings/fluorescence/pottsmpnn_soluble/ids_test.txt
@@ -0,0 +1,3000 @@
+gfp__test_000004
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diff --git a/extract/embeddings/fluorescence/pottsmpnn_soluble/ids_train.txt b/extract/embeddings/fluorescence/pottsmpnn_soluble/ids_train.txt
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new file mode 100644
index 0000000000000000000000000000000000000000..328ce584296cebfaa71ab1f202d4fd9b361feca9
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diff --git a/extract/embeddings/fluorescence/pottsmpnn_soluble/meta.json b/extract/embeddings/fluorescence/pottsmpnn_soluble/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..63a499335f061da7beb3d0a394c0bb6b8ea4a917
--- /dev/null
+++ b/extract/embeddings/fluorescence/pottsmpnn_soluble/meta.json
@@ -0,0 +1,38 @@
+{
+ "encoder": "pottsmpnn_soluble",
+ "family": "registry",
+ "target": "pottsmpnn_soluble_pretrained",
+ "weights": "pretrained",
+ "rule": "encoder h_V, masked mean",
+ "env": "base",
+ "weights_sha256": "31f0aac7f4cefa1a",
+ "n_parameters": 1712085,
+ "task": "fluorescence",
+ "date": "2026-09-19 20:45",
+ "seconds": 46.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/fluorescence.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 3000,
+  "train": 6000,
+  "valid": 1500
+ },
+ "health": {
+  "n_rows": 10500,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 10500,
+  "numerical_rank": 127,
+  "max_abs": 1.7972185611724854
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.6675711994212048,
+  "rel_change_coord_swap": 0.17917227338286784,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 1.4140547445011483e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_test.txt b/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda74eb619cf5459656b297155931d36cd3178a7
--- /dev/null
+++ b/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_test.txt
@@ -0,0 +1,3000 @@
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diff --git a/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_train.txt b/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_train.txt
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index 0000000000000000000000000000000000000000..53cf215329a774b84089e85649ea43a99f4e0a87
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diff --git a/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_valid.txt b/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..328ce584296cebfaa71ab1f202d4fd9b361feca9
--- /dev/null
+++ b/extract/embeddings/fluorescence/prottrans_t5_xl_u50/ids_valid.txt
@@ -0,0 +1,1500 @@
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diff --git a/extract/embeddings/fluorescence/prottrans_t5_xl_u50/meta.json b/extract/embeddings/fluorescence/prottrans_t5_xl_u50/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..757ef5542000e2e23aca4e7f21d3e9086620ff2c
--- /dev/null
+++ b/extract/embeddings/fluorescence/prottrans_t5_xl_u50/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "prottrans_t5_xl_u50",
+ "family": "hf_plm",
+ "target": "Rostlab/prot_t5_xl_half_uniref50-enc",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "Rostlab/prot_t5_xl_half_uniref50-enc",
+ "checkpoint_revision": "94a6abc029ae13029317b140b7424e012bf8dfbf",
+ "dtype": "float16",
+ "hidden_size": 1024,
+ "n_layers": 24,
+ "n_parameters": 1208141824,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "fluorescence",
+ "date": "2026-09-19 19:03",
+ "seconds": 194.1,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/fluorescence.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 3000,
+  "train": 6000,
+  "valid": 1500
+ },
+ "health": {
+  "n_rows": 10500,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 10500,
+  "numerical_rank": 1024,
+  "max_abs": 0.38573265075683594
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.7503630666663541,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/fluorescence/saprot/ids_test.txt b/extract/embeddings/fluorescence/saprot/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fda74eb619cf5459656b297155931d36cd3178a7
--- /dev/null
+++ b/extract/embeddings/fluorescence/saprot/ids_test.txt
@@ -0,0 +1,3000 @@
+gfp__test_000004
+gfp__test_000006
+gfp__test_000012
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diff --git a/extract/embeddings/fluorescence/saprot/ids_train.txt b/extract/embeddings/fluorescence/saprot/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53cf215329a774b84089e85649ea43a99f4e0a87
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new file mode 100644
index 0000000000000000000000000000000000000000..328ce584296cebfaa71ab1f202d4fd9b361feca9
--- /dev/null
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+gfp__valid_005199
+gfp__valid_005200
+gfp__valid_005204
+gfp__valid_005206
+gfp__valid_005209
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+gfp__valid_005241
+gfp__valid_005247
+gfp__valid_005248
+gfp__valid_005253
+gfp__valid_005255
+gfp__valid_005256
+gfp__valid_005258
+gfp__valid_005267
+gfp__valid_005271
+gfp__valid_005274
+gfp__valid_005275
+gfp__valid_005276
+gfp__valid_005278
+gfp__valid_005281
+gfp__valid_005284
+gfp__valid_005287
+gfp__valid_005290
+gfp__valid_005297
+gfp__valid_005301
+gfp__valid_005310
+gfp__valid_005314
+gfp__valid_005315
+gfp__valid_005322
+gfp__valid_005335
+gfp__valid_005339
+gfp__valid_005341
+gfp__valid_005346
+gfp__valid_005348
+gfp__valid_005349
+gfp__valid_005350
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diff --git a/extract/embeddings/fluorescence/saprot/meta.json b/extract/embeddings/fluorescence/saprot/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8705231949b3cbdb62a55c50865bf277bc5eb2c
--- /dev/null
+++ b/extract/embeddings/fluorescence/saprot/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "saprot",
+ "family": "patched",
+ "target": "saprot_hf",
+ "weights": "pretrained",
+ "rule": "final hidden states at the L residue positions of AA+3Di tokens",
+ "env": "base",
+ "checkpoint": "westlake-repl/SaProt_650M_AF2",
+ "checkpoint_revision": "d9b9ad00ef61c0990e611b2b43f2231c7de24b38",
+ "n_parameters": 651242901,
+ "inputs_passed": "amino-acid track: real sequence; 3Di track: real tokens from mini3di on the structure; no pLDDT masking",
+ "patch": "patched/saprot_hf.py",
+ "task": "fluorescence",
+ "date": "2026-09-19 19:27",
+ "seconds": 615.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/fluorescence.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 3000,
+  "train": 6000,
+  "valid": 1500
+ },
+ "health": {
+  "n_rows": 10500,
+  "dim": 1280,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 10500,
+  "numerical_rank": 1279,
+  "max_abs": 1.0737277269363403
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.8705030813272382,
+  "rel_change_coord_swap": 0.4102216970171252,
+  "rel_change_seq_shuffle": 0.8413755808217256,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/ankh_base/ids_test.txt b/extract/embeddings/solubility/ankh_base/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/ankh_base/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/ankh_base/ids_train.txt b/extract/embeddings/solubility/ankh_base/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/ankh_base/ids_train.txt
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diff --git a/extract/embeddings/solubility/ankh_base/ids_valid.txt b/extract/embeddings/solubility/ankh_base/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/ankh_base/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/ankh_base/meta.json b/extract/embeddings/solubility/ankh_base/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d34b8b1160903212b5557197c2a5d046fc6fe73
--- /dev/null
+++ b/extract/embeddings/solubility/ankh_base/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "ankh_base",
+ "family": "hf_plm",
+ "target": "ElnaggarLab/ankh-base",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "ElnaggarLab/ankh-base",
+ "checkpoint_revision": "d99cb6b966530dfc2ae96bc69d9255c2a07308b0",
+ "dtype": "float32",
+ "hidden_size": 768,
+ "n_layers": 48,
+ "n_parameters": 453170688,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "solubility",
+ "date": "2026-09-19 21:25",
+ "seconds": 206.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 768,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 768,
+  "max_abs": 0.9213368892669678
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.5002829140921271,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/cdconv/ids_test.txt b/extract/embeddings/solubility/cdconv/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/cdconv/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/cdconv/ids_train.txt b/extract/embeddings/solubility/cdconv/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/cdconv/ids_train.txt
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diff --git a/extract/embeddings/solubility/cdconv/ids_valid.txt b/extract/embeddings/solubility/cdconv/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/cdconv/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/cdconv/meta.json b/extract/embeddings/solubility/cdconv/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..2977f7164e0c41d9ad534b1e1474664ca2988cd1
--- /dev/null
+++ b/extract/embeddings/solubility/cdconv/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "cdconv",
+ "family": "registry",
+ "target": "cdconv",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "9203855665116c79",
+ "n_parameters": 619184,
+ "task": "solubility",
+ "date": "2026-09-19 21:43",
+ "seconds": 706.5,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 256,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 256,
+  "max_abs": 0.22298841178417206
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0015725428820587695,
+  "rel_change_coord_swap": 0.011715240776538849,
+  "rel_change_seq_shuffle": 0.004441951168701053,
+  "rel_change_rigid_motion": 7.354712749929604e-08,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/dimenet/ids_test.txt b/extract/embeddings/solubility/dimenet/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/dimenet/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/dimenet/ids_train.txt b/extract/embeddings/solubility/dimenet/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/dimenet/ids_train.txt
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diff --git a/extract/embeddings/solubility/dimenet/ids_valid.txt b/extract/embeddings/solubility/dimenet/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/dimenet/ids_valid.txt
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diff --git a/extract/embeddings/solubility/dimenet/meta.json b/extract/embeddings/solubility/dimenet/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..8833c179de399b4f0ac3b68fa2819cebcfb9189d
--- /dev/null
+++ b/extract/embeddings/solubility/dimenet/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "dimenet",
+ "family": "registry",
+ "target": "dimenet",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "71e5f811f644cdf2",
+ "n_parameters": 362752,
+ "task": "solubility",
+ "date": "2026-09-19 21:27",
+ "seconds": 41.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 127,
+  "max_abs": 1.3474459648132324
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.00359466125781171,
+  "rel_change_coord_swap": 0.005332541273893109,
+  "rel_change_seq_shuffle": 0.01124036381104809,
+  "rel_change_rigid_motion": 1.23831448402748e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/esm1b/ids_test.txt b/extract/embeddings/solubility/esm1b/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/esm1b/ids_test.txt
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diff --git a/extract/embeddings/solubility/esm1b/ids_train.txt b/extract/embeddings/solubility/esm1b/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/esm1b/ids_train.txt
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diff --git a/extract/embeddings/solubility/esm1b/ids_valid.txt b/extract/embeddings/solubility/esm1b/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/esm1b/ids_valid.txt
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diff --git a/extract/embeddings/solubility/esm1b/meta.json b/extract/embeddings/solubility/esm1b/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..8585dd25b0aab845265e8ff9df63225fb09ad1c6
--- /dev/null
+++ b/extract/embeddings/solubility/esm1b/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "esm1b",
+ "family": "hf_plm",
+ "target": "facebook/esm1b_t33_650M_UR50S",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "facebook/esm1b_t33_650M_UR50S",
+ "checkpoint_revision": "7b37824baec4d3658e1df7479222a7c79b465b76",
+ "dtype": "float32",
+ "hidden_size": 1280,
+ "n_layers": 33,
+ "n_parameters": 650716821,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "solubility",
+ "date": "2026-09-19 21:18",
+ "seconds": 199.0,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 1280,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 1279,
+  "max_abs": 18.018051147460938
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.11968619571511047,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/esm2_150m/ids_test.txt b/extract/embeddings/solubility/esm2_150m/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_150m/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/esm2_150m/ids_train.txt b/extract/embeddings/solubility/esm2_150m/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_150m/ids_train.txt
@@ -0,0 +1,5417 @@
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diff --git a/extract/embeddings/solubility/esm2_150m/ids_valid.txt b/extract/embeddings/solubility/esm2_150m/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_150m/ids_valid.txt
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diff --git a/extract/embeddings/solubility/esm2_150m/meta.json b/extract/embeddings/solubility/esm2_150m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..f44099b383b25d0731b34d2340d838d81386518f
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_150m/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "esm2_150m",
+ "family": "hf_plm",
+ "target": "facebook/esm2_t30_150M_UR50D",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "facebook/esm2_t30_150M_UR50D",
+ "checkpoint_revision": "a695f6045e2e32885fa60af20c13cb35398ce30c",
+ "dtype": "float32",
+ "hidden_size": 640,
+ "n_layers": 30,
+ "n_parameters": 148385241,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "solubility",
+ "date": "2026-09-19 21:21",
+ "seconds": 77.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 640,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 639,
+  "max_abs": 7.337430953979492
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.23306057014528236,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/esm2_650m/ids_test.txt b/extract/embeddings/solubility/esm2_650m/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_650m/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/esm2_650m/ids_train.txt b/extract/embeddings/solubility/esm2_650m/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_650m/ids_train.txt
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diff --git a/extract/embeddings/solubility/esm2_650m/ids_valid.txt b/extract/embeddings/solubility/esm2_650m/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_650m/ids_valid.txt
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diff --git a/extract/embeddings/solubility/esm2_650m/meta.json b/extract/embeddings/solubility/esm2_650m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bea9b383334ad820ad9497e0a62453a3077a0f0
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_650m/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "esm2_650m",
+ "family": "hf_plm",
+ "target": "facebook/esm2_t33_650M_UR50D",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "facebook/esm2_t33_650M_UR50D",
+ "checkpoint_revision": "08e4846e537177426273712802403f7ba8261b6c",
+ "dtype": "float32",
+ "hidden_size": 1280,
+ "n_layers": 33,
+ "n_parameters": 650714261,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "solubility",
+ "date": "2026-09-19 21:23",
+ "seconds": 229.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 1280,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 1279,
+  "max_abs": 8.70740795135498
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.18661678857220632,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/esm2_8m/ids_test.txt b/extract/embeddings/solubility/esm2_8m/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_8m/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/esm2_8m/ids_train.txt b/extract/embeddings/solubility/esm2_8m/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_8m/ids_train.txt
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diff --git a/extract/embeddings/solubility/esm2_8m/ids_valid.txt b/extract/embeddings/solubility/esm2_8m/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_8m/ids_valid.txt
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diff --git a/extract/embeddings/solubility/esm2_8m/meta.json b/extract/embeddings/solubility/esm2_8m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..696e181ff48998bfbc7edcee11c9a6034e8fe563
--- /dev/null
+++ b/extract/embeddings/solubility/esm2_8m/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "esm2_8m",
+ "family": "hf_plm",
+ "target": "facebook/esm2_t6_8M_UR50D",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "facebook/esm2_t6_8M_UR50D",
+ "checkpoint_revision": "c731040fcd8d73dceaa04b0a8e6329b345b0f5df",
+ "dtype": "float32",
+ "hidden_size": 320,
+ "n_layers": 6,
+ "n_parameters": 7737401,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "solubility",
+ "date": "2026-09-19 21:19",
+ "seconds": 16.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 320,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 319,
+  "max_abs": 5.3378448486328125
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.2041863371369027,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/esm3/ids_test.txt b/extract/embeddings/solubility/esm3/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/esm3/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/esm3/ids_train.txt b/extract/embeddings/solubility/esm3/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/esm3/ids_train.txt
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diff --git a/extract/embeddings/solubility/esm3/ids_valid.txt b/extract/embeddings/solubility/esm3/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/esm3/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/esm3/meta.json b/extract/embeddings/solubility/esm3/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..672229c91764564a0fc308ca45a8454b920a0e72
--- /dev/null
+++ b/extract/embeddings/solubility/esm3/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "esm3",
+ "family": "patched",
+ "target": "esm3_inproc",
+ "weights": "pretrained",
+ "rule": "final trunk residue embeddings, sequence and structure tracks",
+ "env": "base",
+ "checkpoint": "esm3-sm-open-v1/data/weights/esm3_sm_open_v1.pth",
+ "dtype": "bfloat16",
+ "n_parameters": 1401735748,
+ "inputs_passed": "sequence track: true residues; structure track: VQ-VAE tokens from the real backbone (N, CA, C, O, CB) plus coordinates for geometric attention; function, SASA and secondary-structure tracks at their defaults",
+ "patch": "patched/esm3_inproc.py",
+ "task": "solubility",
+ "date": "2026-09-19 22:14",
+ "seconds": 719.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 1536,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 1536,
+  "max_abs": 9339.0634765625
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.3911045424821484,
+  "rel_change_coord_swap": 0.1052052461015038,
+  "rel_change_seq_shuffle": 0.23244728451209695,
+  "rel_change_rigid_motion": 0.0020265780064980155,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/solubility/esm_if1/ids_test.txt b/extract/embeddings/solubility/esm_if1/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/esm_if1/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/esm_if1/ids_train.txt b/extract/embeddings/solubility/esm_if1/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/esm_if1/ids_train.txt
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diff --git a/extract/embeddings/solubility/esm_if1/ids_valid.txt b/extract/embeddings/solubility/esm_if1/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/esm_if1/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/esm_if1/meta.json b/extract/embeddings/solubility/esm_if1/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9c56821dc12516b6c49127d17789c0bb9032ca8
--- /dev/null
+++ b/extract/embeddings/solubility/esm_if1/meta.json
@@ -0,0 +1,38 @@
+{
+ "encoder": "esm_if1",
+ "family": "registry",
+ "target": "esm_if",
+ "weights": "pretrained",
+ "rule": "GVP-Transformer encoder output before decoding",
+ "env": "base",
+ "weights_sha256": "0edb76de890a0108",
+ "n_parameters": 141662150,
+ "task": "solubility",
+ "date": "2026-09-19 22:02",
+ "seconds": 873.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 511,
+  "max_abs": 1.3087021112442017
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 1.5038822793102065,
+  "rel_change_coord_swap": 0.44554334835815607,
+  "rel_change_seq_shuffle": 3.6325903813996154e-07,
+  "rel_change_rigid_motion": 1.1064801131076545e-05,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/foldseek_3di/ids_test.txt b/extract/embeddings/solubility/foldseek_3di/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/foldseek_3di/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/foldseek_3di/ids_train.txt b/extract/embeddings/solubility/foldseek_3di/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/foldseek_3di/ids_train.txt
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diff --git a/extract/embeddings/solubility/foldseek_3di/ids_valid.txt b/extract/embeddings/solubility/foldseek_3di/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/foldseek_3di/ids_valid.txt
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diff --git a/extract/embeddings/solubility/foldseek_3di/meta.json b/extract/embeddings/solubility/foldseek_3di/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..66d0b86aec763f1d7eae33ef10cc08a5f6d533d5
--- /dev/null
+++ b/extract/embeddings/solubility/foldseek_3di/meta.json
@@ -0,0 +1,40 @@
+{
+ "encoder": "foldseek_3di",
+ "family": "patched",
+ "target": "foldseek_3di",
+ "weights": "pretrained",
+ "rule": "one-hot 3Di state per residue; protein level is the state frequency",
+ "env": "base",
+ "tool": "mini3di 0.2.1",
+ "inputs_passed": "N, CA, C, CB coordinates",
+ "n_parameters": 0,
+ "patch": "patched/foldseek_3di.py",
+ "task": "solubility",
+ "date": "2026-09-19 22:08",
+ "seconds": 10.9,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 20,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8106,
+  "numerical_rank": 19,
+  "max_abs": 0.9918367266654968
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.7178714286952135,
+  "rel_change_coord_swap": 0.49931369393859204,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/foldvision/ids_test.txt b/extract/embeddings/solubility/foldvision/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/foldvision/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/foldvision/ids_train.txt b/extract/embeddings/solubility/foldvision/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/foldvision/ids_train.txt
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diff --git a/extract/embeddings/solubility/foldvision/ids_valid.txt b/extract/embeddings/solubility/foldvision/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/foldvision/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/foldvision/meta.json b/extract/embeddings/solubility/foldvision/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b206ed8e25d2ddec11396cbb0fdfac9f281e7ae
--- /dev/null
+++ b/extract/embeddings/solubility/foldvision/meta.json
@@ -0,0 +1,42 @@
+{
+ "encoder": "foldvision",
+ "family": "patched",
+ "target": "foldvision_global",
+ "weights": "pretrained",
+ "rule": "native FoldVisionEncoder.encode global embedding; no residue states",
+ "env": "base",
+ "checkpoint": "AlexanderKroll/foldvision-encoder",
+ "n_parameters": 122226304,
+ "inputs_passed": "the structure file as given (all atoms present in it), voxelised by FoldVision's own preprocessing",
+ "patch": "patched/foldvision_global.py",
+ "residue_level": false,
+ "pose": "principal-axis pose with fixed axis signs, applied to the structure file before voxelisation",
+ "task": "solubility",
+ "date": "2026-09-19 22:40",
+ "seconds": 1539.1,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 1024,
+  "max_abs": 4.743042469024658
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.9399117827415466,
+  "rel_change_coord_swap": 0.19160349667072296,
+  "rel_change_seq_shuffle": 0.029323811642825603,
+  "rel_change_rigid_motion": 0.0002744854864431545,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/gcpnet_random/ids_test.txt b/extract/embeddings/solubility/gcpnet_random/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/gcpnet_random/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/gcpnet_random/ids_train.txt b/extract/embeddings/solubility/gcpnet_random/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/gcpnet_random/ids_train.txt
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diff --git a/extract/embeddings/solubility/gcpnet_random/ids_valid.txt b/extract/embeddings/solubility/gcpnet_random/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/gcpnet_random/ids_valid.txt
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diff --git a/extract/embeddings/solubility/gcpnet_random/meta.json b/extract/embeddings/solubility/gcpnet_random/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b46c6a5142712fa0d9845cafc3bb02ed0b4e5fa
--- /dev/null
+++ b/extract/embeddings/solubility/gcpnet_random/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "gcpnet_random",
+ "family": "patched",
+ "target": "gcpnet_official_random",
+ "weights": "random",
+ "rule": "official architecture, random weights; 100 scalar channels + 16 vector norms per residue",
+ "env": "base",
+ "checkpoint": null,
+ "checkpoint_sha256": null,
+ "checkpoint_loaded_by": "none (random weights, fixed seed)",
+ "weights_sha256": "cdec9adf86f7cd39",
+ "n_parameters": 1153181,
+ "inputs_passed": "all heavy atoms of the structure file (elements and coordinates); residue identity enters through side-chain atoms",
+ "patch": "patched/gcpnet_official.py",
+ "task": "solubility",
+ "date": "2026-09-19 21:47",
+ "seconds": 902.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 116,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 116,
+  "max_abs": 2.0781421661376953
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.06854107975959778,
+  "rel_change_coord_swap": 0.005355733213946223,
+  "rel_change_seq_shuffle": 0.0014150040224194527,
+  "rel_change_rigid_motion": 1.3341923022380797e-05,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/gearnet/ids_test.txt b/extract/embeddings/solubility/gearnet/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/gearnet/ids_train.txt b/extract/embeddings/solubility/gearnet/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet/ids_train.txt
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diff --git a/extract/embeddings/solubility/gearnet/ids_valid.txt b/extract/embeddings/solubility/gearnet/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/gearnet/meta.json b/extract/embeddings/solubility/gearnet/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6a6973c314e8d2106d86938db5d2b4c933029aa
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "gearnet",
+ "family": "registry",
+ "target": "gearnet",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "c0af89eafe340139",
+ "n_parameters": 6641408,
+ "task": "solubility",
+ "date": "2026-09-19 21:31",
+ "seconds": 126.1,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 511,
+  "max_abs": 3.393458366394043
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.05966170943530161,
+  "rel_change_coord_swap": 0.0903857713791805,
+  "rel_change_seq_shuffle": 0.2058370455057908,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/gearnet_pretrained/ids_test.txt b/extract/embeddings/solubility/gearnet_pretrained/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet_pretrained/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/gearnet_pretrained/ids_train.txt b/extract/embeddings/solubility/gearnet_pretrained/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet_pretrained/ids_train.txt
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diff --git a/extract/embeddings/solubility/gearnet_pretrained/ids_valid.txt b/extract/embeddings/solubility/gearnet_pretrained/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet_pretrained/ids_valid.txt
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diff --git a/extract/embeddings/solubility/gearnet_pretrained/meta.json b/extract/embeddings/solubility/gearnet_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..00b50760c9bb807396aca8b644f7a562db2b8ece
--- /dev/null
+++ b/extract/embeddings/solubility/gearnet_pretrained/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "gearnet_pretrained",
+ "family": "registry",
+ "target": "gearnet_pretrained",
+ "weights": "pretrained",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "checkpoints/gearnet/mc_gearnet_edge.pth",
+ "checkpoint_sha256": "6dc11e2db6eff3c9",
+ "checkpoint_loaded_by": "wrapper load_pretrained()",
+ "weights_sha256": "9eaaa8a2c8a79a37",
+ "n_parameters": 20145635,
+ "task": "solubility",
+ "date": "2026-09-19 23:22",
+ "seconds": 6145.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 512,
+  "max_abs": 292.63177490234375
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.6126985380766948,
+  "rel_change_coord_swap": 0.8348703938006661,
+  "rel_change_seq_shuffle": 0.9662573602876071,
+  "rel_change_rigid_motion": 1.1808897599680418e-07,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/solubility/ipa/ids_test.txt b/extract/embeddings/solubility/ipa/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/ipa/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/ipa/ids_train.txt b/extract/embeddings/solubility/ipa/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/ipa/ids_train.txt
@@ -0,0 +1,5417 @@
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diff --git a/extract/embeddings/solubility/ipa/ids_valid.txt b/extract/embeddings/solubility/ipa/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/ipa/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/ipa/meta.json b/extract/embeddings/solubility/ipa/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b20004780008db6033dfcba91ac9eba090dd273
--- /dev/null
+++ b/extract/embeddings/solubility/ipa/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "ipa",
+ "family": "registry",
+ "target": "ipa",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues; input in canonical pose",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "e78c71b9309a3464",
+ "n_parameters": 648016,
+ "task": "solubility",
+ "date": "2026-09-19 21:30",
+ "seconds": 166.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 127,
+  "max_abs": 1.6423178911209106
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.12257405076775839,
+  "rel_change_coord_swap": 0.051555149579008995,
+  "rel_change_seq_shuffle": 0.0797983160422052,
+  "rel_change_rigid_motion": 3.2304069937049704e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/pottsmpnn/ids_test.txt b/extract/embeddings/solubility/pottsmpnn/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/pottsmpnn/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/pottsmpnn/ids_train.txt b/extract/embeddings/solubility/pottsmpnn/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/pottsmpnn/ids_train.txt
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diff --git a/extract/embeddings/solubility/pottsmpnn/ids_valid.txt b/extract/embeddings/solubility/pottsmpnn/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/pottsmpnn/ids_valid.txt
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diff --git a/extract/embeddings/solubility/pottsmpnn/meta.json b/extract/embeddings/solubility/pottsmpnn/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..fdcf0e71defa056729c0976616b4fbc1698cfa10
--- /dev/null
+++ b/extract/embeddings/solubility/pottsmpnn/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "pottsmpnn",
+ "family": "registry",
+ "target": "pottsmpnn",
+ "weights": "random",
+ "rule": "encoder h_V after 3 layers, masked mean",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "fd9636d73a1e9994",
+ "n_parameters": 1712085,
+ "task": "solubility",
+ "date": "2026-09-19 21:34",
+ "seconds": 79.0,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 127,
+  "max_abs": 3.2187790870666504
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.07189607480629943,
+  "rel_change_coord_swap": 0.06452992568345384,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 1.150863828075338e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/prostt5/ids_test.txt b/extract/embeddings/solubility/prostt5/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/prostt5/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/prostt5/ids_train.txt b/extract/embeddings/solubility/prostt5/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/prostt5/ids_train.txt
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diff --git a/extract/embeddings/solubility/prostt5/ids_valid.txt b/extract/embeddings/solubility/prostt5/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/prostt5/ids_valid.txt
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diff --git a/extract/embeddings/solubility/prostt5/meta.json b/extract/embeddings/solubility/prostt5/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..da424df11e5ec0e1d51c2c73a55fa414c98370fc
--- /dev/null
+++ b/extract/embeddings/solubility/prostt5/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "prostt5",
+ "family": "hf_plm",
+ "target": "Rostlab/ProstT5",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues; amino-acid track with the <AA2fold> prefix, no 3Di input",
+ "env": "base",
+ "checkpoint": "Rostlab/ProstT5",
+ "checkpoint_revision": "d7d097d5bf9a993ab8f68488b4681d6ca70db9e5",
+ "dtype": "float16",
+ "hidden_size": 1024,
+ "n_layers": 24,
+ "n_parameters": 1208164352,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "solubility",
+ "date": "2026-09-19 21:27",
+ "seconds": 194.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 1024,
+  "max_abs": 1.3115900754928589
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.5110924480134234,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/solubility/tfn/ids_test.txt b/extract/embeddings/solubility/tfn/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95af7d62bf0909a0691261fbae4ec720a0a7121
--- /dev/null
+++ b/extract/embeddings/solubility/tfn/ids_test.txt
@@ -0,0 +1,1329 @@
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diff --git a/extract/embeddings/solubility/tfn/ids_train.txt b/extract/embeddings/solubility/tfn/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c51047705e18caafbd6637c81085c7f907b21189
--- /dev/null
+++ b/extract/embeddings/solubility/tfn/ids_train.txt
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diff --git a/extract/embeddings/solubility/tfn/ids_valid.txt b/extract/embeddings/solubility/tfn/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7ca80bc9e72126861a160c2d5cad3f0a584a1db
--- /dev/null
+++ b/extract/embeddings/solubility/tfn/ids_valid.txt
@@ -0,0 +1,1363 @@
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diff --git a/extract/embeddings/solubility/tfn/meta.json b/extract/embeddings/solubility/tfn/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba4027f8299bc136c533efd69b074954e155706b
--- /dev/null
+++ b/extract/embeddings/solubility/tfn/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "tfn",
+ "family": "registry",
+ "target": "tfn",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "b07ce6d9887ef8db",
+ "n_parameters": 250880,
+ "task": "solubility",
+ "date": "2026-09-19 21:28",
+ "seconds": 60.5,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/solubility.csv",
+ "rows": "stage1 == 1",
+ "structure_coverage": "every row has a structure file whose sequence equals the task sequence (see manifest/coverage.csv)",
+ "n_per_split": {
+  "test": 1329,
+  "train": 5417,
+  "valid": 1363
+ },
+ "health": {
+  "n_rows": 8109,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 8109,
+  "numerical_rank": 127,
+  "max_abs": 4.32667350769043
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.03591847241160552,
+  "rel_change_coord_swap": 0.0889022170284147,
+  "rel_change_seq_shuffle": 0.15717391191350574,
+  "rel_change_rigid_motion": 1.0779778023053417e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file