diff --git a/extract/embeddings/ppi_affinity/esm1b/ids_chains.txt b/extract/embeddings/ppi_affinity/esm1b/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm1b/ids_chains.txt
@@ -0,0 +1,2589 @@
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diff --git a/extract/embeddings/ppi_affinity/esm1b/meta.json b/extract/embeddings/ppi_affinity/esm1b/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..edcab8502b274d8ad22ce813d37731beb98863b7
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm1b/meta.json
@@ -0,0 +1,41 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 18:49",
+ "seconds": 23.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 1280,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 1279,
+  "max_abs": 17.95870590209961
+ },
+ "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/ppi_affinity/esm2_35m/ids_chains.txt b/extract/embeddings/ppi_affinity/esm2_35m/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm2_35m/ids_chains.txt
@@ -0,0 +1,2589 @@
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diff --git a/extract/embeddings/ppi_affinity/esm2_35m/meta.json b/extract/embeddings/ppi_affinity/esm2_35m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..31ffb5f1413b85e5f142861843e8d70a5f741b39
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm2_35m/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "esm2_35m",
+ "family": "hf_plm",
+ "target": "facebook/esm2_t12_35M_UR50D",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "facebook/esm2_t12_35M_UR50D",
+ "checkpoint_revision": "6fbf070e65b0b7291e7bbcd451118c216cff79d8",
+ "dtype": "float32",
+ "hidden_size": 480,
+ "n_layers": 12,
+ "n_parameters": 33762001,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "ppi_affinity",
+ "date": "2026-09-19 18:43",
+ "seconds": 5.1,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 480,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 479,
+  "max_abs": 6.401025295257568
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.2002921266035882,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/esm2_3b/ids_chains.txt b/extract/embeddings/ppi_affinity/esm2_3b/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm2_3b/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/esm2_3b/meta.json b/extract/embeddings/ppi_affinity/esm2_3b/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca90a83d2f4d2914f871b2fdd782b70b16004d39
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm2_3b/meta.json
@@ -0,0 +1,41 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 20:26",
+ "seconds": 28.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 2560,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 2558,
+  "max_abs": 14.285386085510254
+ },
+ "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/ppi_affinity/esm3/ids_chains.txt b/extract/embeddings/ppi_affinity/esm3/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/esm3/meta.json b/extract/embeddings/ppi_affinity/esm3/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..6eac1377f2d05730c76773bcd67a015007d188c1
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm3/meta.json
@@ -0,0 +1,39 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 20:40",
+ "seconds": 71.9,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 1536,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 1536,
+  "max_abs": 9494.330078125
+ },
+ "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/ppi_affinity/esm_if1/ids_chains.txt b/extract/embeddings/ppi_affinity/esm_if1/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/esm_if1/meta.json b/extract/embeddings/ppi_affinity/esm_if1/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..5133be4c01669b113b499225b94835c43142fe71
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/esm_if1/meta.json
@@ -0,0 +1,36 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 19:34",
+ "seconds": 120.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 511,
+  "max_abs": 0.9645476937294006
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 1.5038823543675324,
+  "rel_change_coord_swap": 0.4455433979368485,
+  "rel_change_seq_shuffle": 3.707824160810826e-07,
+  "rel_change_rigid_motion": 1.1028912382388506e-05,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/foldseek_3di/ids_chains.txt b/extract/embeddings/ppi_affinity/foldseek_3di/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/foldseek_3di/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/foldseek_3di/meta.json b/extract/embeddings/ppi_affinity/foldseek_3di/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..7eda5ec1f11fbce6585b7552fdd0c927f203882e
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/foldseek_3di/meta.json
@@ -0,0 +1,38 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 19:26",
+ "seconds": 2.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 20,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 1380,
+  "numerical_rank": 19,
+  "max_abs": 0.6666666865348816
+ },
+ "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/ppi_affinity/foldvision/ids_chains.txt b/extract/embeddings/ppi_affinity/foldvision/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/foldvision/meta.json b/extract/embeddings/ppi_affinity/foldvision/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4da8ccfc699f290a9c3ab7abbcdecd2aee355b4
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/foldvision/meta.json
@@ -0,0 +1,40 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 19:04",
+ "seconds": 334.6,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 1023,
+  "max_abs": 4.320619106292725
+ },
+ "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/ppi_affinity/gcpnet_pretrained/ids_chains.txt b/extract/embeddings/ppi_affinity/gcpnet_pretrained/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/gcpnet_pretrained/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/gcpnet_pretrained/meta.json b/extract/embeddings/ppi_affinity/gcpnet_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdde62a2f59d3b211be0ddddba1d951d4edf807e
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/gcpnet_pretrained/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "gcpnet_pretrained",
+ "family": "patched",
+ "target": "gcpnet_official",
+ "weights": "pretrained",
+ "rule": "official PSR model; 100 scalar channels + 16 vector norms, mean over the heavy atoms of each residue",
+ "env": "base",
+ "checkpoint": "external_repos/GCPNet/checkpoints/PSR/model_epoch_115_localpearson_0_616_localspearman_0_532_localkendall_0_385_globalpearson_0_871_globalspearman_0_869_globalkendall_0_676.ckpt",
+ "checkpoint_sha256": "ff7b73be01fb57d5",
+ "checkpoint_loaded_by": "strict=True",
+ "weights_sha256": "15bd126ac55f26a2",
+ "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": "ppi_affinity",
+ "date": "2026-09-19 20:39",
+ "seconds": 152.1,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 116,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 115,
+  "max_abs": 2.1941661834716797
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.5457864701747894,
+  "rel_change_coord_swap": 0.26095230877399445,
+  "rel_change_seq_shuffle": 0.0356923658400774,
+  "rel_change_rigid_motion": 0.00025716664822539315,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/ppi_affinity/gearnet/ids_chains.txt b/extract/embeddings/ppi_affinity/gearnet/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/gearnet/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/gearnet/meta.json b/extract/embeddings/ppi_affinity/gearnet/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..654996eedfa6d78b35d0ad019042acf6d819aa11
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/gearnet/meta.json
@@ -0,0 +1,37 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 18:56",
+ "seconds": 35.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 511,
+  "max_abs": 2.596052885055542
+ },
+ "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/ppi_affinity/gearnet_pretrained/ids_chains.txt b/extract/embeddings/ppi_affinity/gearnet_pretrained/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/gearnet_pretrained/ids_chains.txt
@@ -0,0 +1,2589 @@
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diff --git a/extract/embeddings/ppi_affinity/gearnet_pretrained/meta.json b/extract/embeddings/ppi_affinity/gearnet_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bc27899cfb58ec79dab757348c9d4fe07f0f8b2
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/gearnet_pretrained/meta.json
@@ -0,0 +1,39 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 20:36",
+ "seconds": 373.9,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 512,
+  "max_abs": 130.42164611816406
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.6126985391493907,
+  "rel_change_coord_swap": 0.8348703850808867,
+  "rel_change_seq_shuffle": 0.9662573101809143,
+  "rel_change_rigid_motion": 1.1497782264468231e-07,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/ppi_affinity/gvp/ids_chains.txt b/extract/embeddings/ppi_affinity/gvp/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/gvp/meta.json b/extract/embeddings/ppi_affinity/gvp/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fad7d3cd0a85bcea3684163f216a3a5b11b027f
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/gvp/meta.json
@@ -0,0 +1,39 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 19:00",
+ "seconds": 36.0,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 116,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 115,
+  "max_abs": 2.8738956451416016
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.031185442242825767,
+  "rel_change_coord_swap": 0.006320143180635695,
+  "rel_change_seq_shuffle": 0.0027774673760213122,
+  "rel_change_rigid_motion": 8.305080430423115e-08,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/ipa/ids_chains.txt b/extract/embeddings/ppi_affinity/ipa/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/ipa/meta.json b/extract/embeddings/ppi_affinity/ipa/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..406b8ac18f1fbc6c195779c1b51a42d90efd0018
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/ipa/meta.json
@@ -0,0 +1,37 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 19:07",
+ "seconds": 62.6,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 127,
+  "max_abs": 1.3934937715530396
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.1225740862961115,
+  "rel_change_coord_swap": 0.051555132424227504,
+  "rel_change_seq_shuffle": 0.07979832813681179,
+  "rel_change_rigid_motion": 3.1918450901523693e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/ipa_pretrained/ids_chains.txt b/extract/embeddings/ppi_affinity/ipa_pretrained/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/ipa_pretrained/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/ipa_pretrained/meta.json b/extract/embeddings/ppi_affinity/ipa_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..efdae533c4ad3a250f71964e2b902fd04a727491
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/ipa_pretrained/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "ipa_pretrained",
+ "family": "registry",
+ "target": "ipa_pretrained",
+ "weights": "pretrained",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues; input in canonical pose",
+ "env": "base",
+ "checkpoint": "checkpoints/ipa_pretrained/best.pt",
+ "checkpoint_sha256": "cd4ca8e7f61daba2",
+ "checkpoint_loaded_by": "strict load of 'encoder_state': 95 of 95 tensors",
+ "weights_sha256": "d858a2f47e2041f3",
+ "n_parameters": 648016,
+ "task": "ppi_affinity",
+ "date": "2026-09-19 20:36",
+ "seconds": 7.9,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 128,
+  "max_abs": 1.10159170627594
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.3578875570523853,
+  "rel_change_coord_swap": 0.35089048093673214,
+  "rel_change_seq_shuffle": 0.2293868108165757,
+  "rel_change_rigid_motion": 4.395438758264185e-06,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/ppi_affinity/mace/ids_chains.txt b/extract/embeddings/ppi_affinity/mace/ids_chains.txt
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index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/mace/meta.json b/extract/embeddings/ppi_affinity/mace/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a5ff3681a581dca91a306d1f1b8604ce501799d
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/mace/meta.json
@@ -0,0 +1,37 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 18:52",
+ "seconds": 18.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 127,
+  "max_abs": 1.0207737684249878
+ },
+ "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/ppi_affinity/pottsmpnn_ft/ids_chains.txt b/extract/embeddings/ppi_affinity/pottsmpnn_ft/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/pottsmpnn_ft/meta.json b/extract/embeddings/ppi_affinity/pottsmpnn_ft/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5dca3a67bc2a5b252b42a0a7cc1df3f95828f9d
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/pottsmpnn_ft/meta.json
@@ -0,0 +1,36 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 20:30",
+ "seconds": 10.0,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 127,
+  "max_abs": 2.6919455528259277
+ },
+ "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/ppi_affinity/pottsmpnn_pretrained/ids_chains.txt b/extract/embeddings/ppi_affinity/pottsmpnn_pretrained/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/pottsmpnn_pretrained/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/pottsmpnn_pretrained/meta.json b/extract/embeddings/ppi_affinity/pottsmpnn_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9098636d0efaeb82528c1191298c62c2602a7d2
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/pottsmpnn_pretrained/meta.json
@@ -0,0 +1,36 @@
+{
+ "encoder": "pottsmpnn_pretrained",
+ "family": "registry",
+ "target": "pottsmpnn_pretrained",
+ "weights": "pretrained",
+ "rule": "encoder h_V, masked mean",
+ "env": "base",
+ "weights_sha256": "1cfd2bd3bed04f09",
+ "n_parameters": 1712085,
+ "task": "ppi_affinity",
+ "date": "2026-09-19 20:29",
+ "seconds": 9.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 127,
+  "max_abs": 3.3565876483917236
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.6454550569687352,
+  "rel_change_coord_swap": 0.12076814557594767,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 1.1436842851380084e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/pottsmpnn_soluble/ids_chains.txt b/extract/embeddings/ppi_affinity/pottsmpnn_soluble/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/pottsmpnn_soluble/meta.json b/extract/embeddings/ppi_affinity/pottsmpnn_soluble/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..4304efd429031a087879727fa6dac9a80b444d27
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/pottsmpnn_soluble/meta.json
@@ -0,0 +1,36 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 20:29",
+ "seconds": 9.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 127,
+  "max_abs": 2.0282673835754395
+ },
+ "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/ppi_affinity/protbert_bfd/ids_chains.txt b/extract/embeddings/ppi_affinity/protbert_bfd/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
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diff --git a/extract/embeddings/ppi_affinity/protbert_bfd/meta.json b/extract/embeddings/ppi_affinity/protbert_bfd/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..586e08d91da5f63c596a99b6e7381e929633900c
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/protbert_bfd/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "protbert_bfd",
+ "family": "hf_plm",
+ "target": "Rostlab/prot_bert_bfd",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "Rostlab/prot_bert_bfd",
+ "checkpoint_revision": "6c5c8a55a52ff08a664dfd584aa1773f125a0487",
+ "dtype": "float32",
+ "hidden_size": 1024,
+ "n_layers": 30,
+ "n_parameters": 418881536,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "ppi_affinity",
+ "date": "2026-09-19 18:53",
+ "seconds": 14.1,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 1023,
+  "max_abs": 1.8524315357208252
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.4072423163663681,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/proteinmpnn/ids_chains.txt b/extract/embeddings/ppi_affinity/proteinmpnn/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/proteinmpnn/meta.json b/extract/embeddings/ppi_affinity/proteinmpnn/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..69f46bf97777d53b8967b48d5fff151f7b401e77
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/proteinmpnn/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "proteinmpnn",
+ "family": "registry",
+ "target": "proteinmpnn_pretrained",
+ "weights": "pretrained",
+ "rule": "encoder h_V after 3 encoder layers, before the decoder",
+ "env": "base",
+ "checkpoint": "checkpoints/proteinmpnn_v48_020.pt",
+ "checkpoint_sha256": "c9cb4a671d796041",
+ "checkpoint_loaded_by": "wrapper load_pretrained()",
+ "weights_sha256": "01d6f9d31117f274",
+ "n_parameters": 1660485,
+ "task": "ppi_affinity",
+ "date": "2026-09-19 19:23",
+ "seconds": 54.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 127,
+  "max_abs": 3.3200459480285645
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.2876636765789369,
+  "rel_change_coord_swap": 0.1046977269374211,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 1.6183316549153264e-07,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/ppi_affinity/prottrans_t5_xl_u50/ids_chains.txt b/extract/embeddings/ppi_affinity/prottrans_t5_xl_u50/ids_chains.txt
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index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/prottrans_t5_xl_u50/meta.json b/extract/embeddings/ppi_affinity/prottrans_t5_xl_u50/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..45434841a584208afd3e5448caf96cf44f01fe7b
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/prottrans_t5_xl_u50/meta.json
@@ -0,0 +1,41 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 19:00",
+ "seconds": 31.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 1024,
+  "max_abs": 0.3883056640625
+ },
+ "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/ppi_affinity/ref_composition/ids_chains.txt b/extract/embeddings/ppi_affinity/ref_composition/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/ref_composition/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/ref_composition/meta.json b/extract/embeddings/ppi_affinity/ref_composition/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ef5f88910613047dd1cb4f6a129f3ec50f8370b
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/ref_composition/meta.json
@@ -0,0 +1,16 @@
+{
+ "encoder": "ref_composition",
+ "family": "non-learned reference",
+ "weights": "none",
+ "n_parameters": 0,
+ "rule": "20 amino-acid frequencies, log length, length/600, fraction outside the 20-letter alphabet",
+ "inputs_passed": "amino-acid sequence only",
+ "hidden_size": 23,
+ "task": "ppi_affinity",
+ "ids_copied_from": "esm2_150m",
+ "n_per_split": {
+  "chains": 2589
+ },
+ "purpose": "downstream floor: what the task scores without any learned representation",
+ "date": "2026-09-21 14:00"
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/saprot/ids_chains.txt b/extract/embeddings/ppi_affinity/saprot/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
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diff --git a/extract/embeddings/ppi_affinity/saprot/meta.json b/extract/embeddings/ppi_affinity/saprot/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..06db9c4d2b5c819b4b271fdfd95fcbadc75949de
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/saprot/meta.json
@@ -0,0 +1,39 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 19:17",
+ "seconds": 161.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 1280,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 1279,
+  "max_abs": 1.3314695358276367
+ },
+ "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/ppi_affinity/schnet/ids_chains.txt b/extract/embeddings/ppi_affinity/schnet/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/schnet/ids_chains.txt
@@ -0,0 +1,2589 @@
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diff --git a/extract/embeddings/ppi_affinity/schnet/meta.json b/extract/embeddings/ppi_affinity/schnet/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..75cc5dd1ffea2521c110f2961cab59af4d89efb5
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/schnet/meta.json
@@ -0,0 +1,37 @@
+{
+ "encoder": "schnet",
+ "family": "registry",
+ "target": "schnet",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "a554781da0916f60",
+ "n_parameters": 244480,
+ "task": "ppi_affinity",
+ "date": "2026-09-19 18:43",
+ "seconds": 7.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2589,
+  "numerical_rank": 127,
+  "max_abs": 1.0298278331756592
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.024272346150889114,
+  "rel_change_coord_swap": 0.04067997024144254,
+  "rel_change_seq_shuffle": 0.0926744111105295,
+  "rel_change_rigid_motion": 1.4309623780125316e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/tfn/ids_chains.txt b/extract/embeddings/ppi_affinity/tfn/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/tfn/ids_chains.txt
@@ -0,0 +1,2589 @@
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diff --git a/extract/embeddings/ppi_affinity/tfn/meta.json b/extract/embeddings/ppi_affinity/tfn/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c14a5736f5d2e81ff17764397339758d52b18d0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/tfn/meta.json
@@ -0,0 +1,37 @@
+{
+ "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": "ppi_affinity",
+ "date": "2026-09-19 18:45",
+ "seconds": 27.0,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2587,
+  "numerical_rank": 127,
+  "max_abs": 3.5666182041168213
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.035918463768733006,
+  "rel_change_coord_swap": 0.08890221980519013,
+  "rel_change_seq_shuffle": 0.15717390185026034,
+  "rel_change_rigid_motion": 1.0527360186721698e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/ppi_affinity/tfn_pretrained/ids_chains.txt b/extract/embeddings/ppi_affinity/tfn_pretrained/ids_chains.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8476d4f0eae0217f3eb51c65d62a136e31f0adf0
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/tfn_pretrained/ids_chains.txt
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diff --git a/extract/embeddings/ppi_affinity/tfn_pretrained/meta.json b/extract/embeddings/ppi_affinity/tfn_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..3babf408f6200afc0177f5e14c962e32acb33562
--- /dev/null
+++ b/extract/embeddings/ppi_affinity/tfn_pretrained/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "tfn_pretrained",
+ "family": "registry",
+ "target": "tfn_pretrained",
+ "weights": "pretrained",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "checkpoints/tfn_pretrained/best.pt",
+ "checkpoint_sha256": "17af58de61a4674c",
+ "checkpoint_loaded_by": "strict load of 'encoder_state': 39 of 39 tensors",
+ "weights_sha256": "a7afc00e258bf380",
+ "n_parameters": 250880,
+ "task": "ppi_affinity",
+ "date": "2026-09-19 20:36",
+ "seconds": 7.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/ppi_affinity.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": {
+  "chains": 2589
+ },
+ "health": {
+  "n_rows": 2589,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 2587,
+  "numerical_rank": 105,
+  "max_abs": 1.2583636045455933
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.03822252010347819,
+  "rel_change_coord_swap": 0.07263558282024901,
+  "rel_change_seq_shuffle": 0.2809559121592756,
+  "rel_change_rigid_motion": 9.219121285722475e-08,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/remote_homology/ankh_base/ids_test.txt b/extract/embeddings/remote_homology/ankh_base/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/ankh_base/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/ankh_base/ids_train.txt b/extract/embeddings/remote_homology/ankh_base/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/ankh_base/ids_train.txt
@@ -0,0 +1,6000 @@
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diff --git a/extract/embeddings/remote_homology/ankh_base/ids_valid.txt b/extract/embeddings/remote_homology/ankh_base/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/ankh_base/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/ankh_base/meta.json b/extract/embeddings/remote_homology/ankh_base/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..437c02b04af89a70b75bb4c0cd41d1efc6a50f63
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:15",
+ "seconds": 121.3,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 768,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 768,
+  "max_abs": 0.8892209529876709
+ },
+ "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/remote_homology/cdconv/ids_test.txt b/extract/embeddings/remote_homology/cdconv/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/cdconv/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/cdconv/ids_train.txt b/extract/embeddings/remote_homology/cdconv/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/cdconv/ids_train.txt
@@ -0,0 +1,6000 @@
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diff --git a/extract/embeddings/remote_homology/cdconv/ids_valid.txt b/extract/embeddings/remote_homology/cdconv/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/cdconv/ids_valid.txt
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diff --git a/extract/embeddings/remote_homology/cdconv/meta.json b/extract/embeddings/remote_homology/cdconv/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..122d3218796170286d7f3428e9ca947061681b8b
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:18",
+ "seconds": 104.5,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 256,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 256,
+  "max_abs": 0.22883494198322296
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0015725456760264933,
+  "rel_change_coord_swap": 0.011715243570506573,
+  "rel_change_seq_shuffle": 0.0044419479090720415,
+  "rel_change_rigid_motion": 7.361321152643541e-08,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/dimenet/ids_test.txt b/extract/embeddings/remote_homology/dimenet/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/dimenet/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/dimenet/ids_train.txt b/extract/embeddings/remote_homology/dimenet/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/dimenet/ids_train.txt
@@ -0,0 +1,6000 @@
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diff --git a/extract/embeddings/remote_homology/dimenet/ids_valid.txt b/extract/embeddings/remote_homology/dimenet/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/dimenet/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/dimenet/meta.json b/extract/embeddings/remote_homology/dimenet/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..acf175562e1f0924ee960cba3f3d07e4c061866c
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:16",
+ "seconds": 16.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 127,
+  "max_abs": 0.9673984050750732
+ },
+ "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/remote_homology/esm1b/ids_test.txt b/extract/embeddings/remote_homology/esm1b/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm1b/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/esm1b/ids_train.txt b/extract/embeddings/remote_homology/esm1b/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm1b/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/esm1b/ids_valid.txt b/extract/embeddings/remote_homology/esm1b/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm1b/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/esm1b/meta.json b/extract/embeddings/remote_homology/esm1b/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..921b5fe208acd9c17d3b591d3598c5bd40b2440a
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:12",
+ "seconds": 122.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 1280,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 1279,
+  "max_abs": 18.183067321777344
+ },
+ "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/remote_homology/esm2_150m/ids_test.txt b/extract/embeddings/remote_homology/esm2_150m/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_150m/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/esm2_150m/ids_train.txt b/extract/embeddings/remote_homology/esm2_150m/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_150m/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/esm2_150m/ids_valid.txt b/extract/embeddings/remote_homology/esm2_150m/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_150m/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/esm2_150m/meta.json b/extract/embeddings/remote_homology/esm2_150m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a2dcf950d18a459862947c3dc20c0480fb66164
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:13",
+ "seconds": 43.6,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 640,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 639,
+  "max_abs": 7.584033012390137
+ },
+ "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/remote_homology/esm2_35m/ids_test.txt b/extract/embeddings/remote_homology/esm2_35m/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_35m/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/esm2_35m/ids_train.txt b/extract/embeddings/remote_homology/esm2_35m/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_35m/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/esm2_35m/ids_valid.txt b/extract/embeddings/remote_homology/esm2_35m/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_35m/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/esm2_35m/meta.json b/extract/embeddings/remote_homology/esm2_35m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..7cbad002bcf14121019ac5e473ed9813454a120e
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_35m/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "esm2_35m",
+ "family": "hf_plm",
+ "target": "facebook/esm2_t12_35M_UR50D",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "facebook/esm2_t12_35M_UR50D",
+ "checkpoint_revision": "6fbf070e65b0b7291e7bbcd451118c216cff79d8",
+ "dtype": "float32",
+ "hidden_size": 480,
+ "n_layers": 12,
+ "n_parameters": 33762001,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "remote_homology",
+ "date": "2026-09-20 11:12",
+ "seconds": 20.0,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 480,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 479,
+  "max_abs": 6.349039554595947
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.2002921266035882,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/esm2_650m/ids_test.txt b/extract/embeddings/remote_homology/esm2_650m/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_650m/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/esm2_650m/ids_train.txt b/extract/embeddings/remote_homology/esm2_650m/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_650m/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/esm2_650m/ids_valid.txt b/extract/embeddings/remote_homology/esm2_650m/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_650m/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/esm2_650m/meta.json b/extract/embeddings/remote_homology/esm2_650m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..78cd4837f7048e83c72571c09e5ab8d2a687880b
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:15",
+ "seconds": 138.5,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 1280,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 1279,
+  "max_abs": 8.8989839553833
+ },
+ "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/remote_homology/esm2_8m/ids_test.txt b/extract/embeddings/remote_homology/esm2_8m/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_8m/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/esm2_8m/ids_train.txt b/extract/embeddings/remote_homology/esm2_8m/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_8m/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/esm2_8m/ids_valid.txt b/extract/embeddings/remote_homology/esm2_8m/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm2_8m/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/esm2_8m/meta.json b/extract/embeddings/remote_homology/esm2_8m/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bd9999341769373c26afd052d195fca847b494f
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:11",
+ "seconds": 10.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 320,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 319,
+  "max_abs": 5.346634387969971
+ },
+ "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/remote_homology/esm3/ids_test.txt b/extract/embeddings/remote_homology/esm3/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm3/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/esm3/ids_train.txt b/extract/embeddings/remote_homology/esm3/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm3/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/esm3/ids_valid.txt b/extract/embeddings/remote_homology/esm3/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm3/ids_valid.txt
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diff --git a/extract/embeddings/remote_homology/esm3/meta.json b/extract/embeddings/remote_homology/esm3/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..d102f674c6300db8c1a01bc1d4830acfc0893520
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:32",
+ "seconds": 280.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 1536,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 1536,
+  "max_abs": 9446.564453125
+ },
+ "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/remote_homology/esm_if1/ids_test.txt b/extract/embeddings/remote_homology/esm_if1/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm_if1/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/esm_if1/ids_train.txt b/extract/embeddings/remote_homology/esm_if1/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm_if1/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/esm_if1/ids_valid.txt b/extract/embeddings/remote_homology/esm_if1/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/esm_if1/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/esm_if1/meta.json b/extract/embeddings/remote_homology/esm_if1/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdba1a74d363dac11849e107cd8ca6d4ca6c895f
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:27",
+ "seconds": 165.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 511,
+  "max_abs": 1.1939232349395752
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 1.5038821683720154,
+  "rel_change_coord_swap": 0.4455433658448733,
+  "rel_change_seq_shuffle": 3.688018042013385e-07,
+  "rel_change_rigid_motion": 1.1035746150230329e-05,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/foldseek_3di/ids_test.txt b/extract/embeddings/remote_homology/foldseek_3di/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/foldseek_3di/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/foldseek_3di/ids_train.txt b/extract/embeddings/remote_homology/foldseek_3di/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/foldseek_3di/ids_train.txt
@@ -0,0 +1,6000 @@
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diff --git a/extract/embeddings/remote_homology/foldseek_3di/ids_valid.txt b/extract/embeddings/remote_homology/foldseek_3di/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/foldseek_3di/ids_valid.txt
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diff --git a/extract/embeddings/remote_homology/foldseek_3di/meta.json b/extract/embeddings/remote_homology/foldseek_3di/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c89f6867b267e535a34a318233d41aba4c150164
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:31",
+ "seconds": 7.3,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 20,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 19,
+  "max_abs": 0.9672130942344666
+ },
+ "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/remote_homology/gcpnet_pretrained/ids_train.txt b/extract/embeddings/remote_homology/gcpnet_pretrained/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/gcpnet_pretrained/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/gcpnet_random/ids_test.txt b/extract/embeddings/remote_homology/gcpnet_random/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/gcpnet_random/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/gcpnet_random/ids_train.txt b/extract/embeddings/remote_homology/gcpnet_random/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/gcpnet_random/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/gcpnet_random/ids_valid.txt b/extract/embeddings/remote_homology/gcpnet_random/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/gcpnet_random/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/gcpnet_random/meta.json b/extract/embeddings/remote_homology/gcpnet_random/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec633c5ae7addd2c73b1e31c421701d0611b0c64
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:25",
+ "seconds": 484.9,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 116,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 116,
+  "max_abs": 2.1440465450286865
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.06854108348488808,
+  "rel_change_coord_swap": 0.00535573111847043,
+  "rel_change_seq_shuffle": 0.0014149986673146486,
+  "rel_change_rigid_motion": 1.333557838734123e-05,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/gearnet/ids_test.txt b/extract/embeddings/remote_homology/gearnet/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/gearnet/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/gearnet/ids_train.txt b/extract/embeddings/remote_homology/gearnet/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/gearnet/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/gearnet/ids_valid.txt b/extract/embeddings/remote_homology/gearnet/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/gearnet/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/gearnet/meta.json b/extract/embeddings/remote_homology/gearnet/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f05277bfd95473adf93b948bedfb147ee12bd33
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:16",
+ "seconds": 23.8,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 511,
+  "max_abs": 2.7345285415649414
+ },
+ "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/remote_homology/gearnet_pretrained/ids_test.txt b/extract/embeddings/remote_homology/gearnet_pretrained/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/gearnet_pretrained/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/gearnet_pretrained/ids_train.txt b/extract/embeddings/remote_homology/gearnet_pretrained/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/gearnet_pretrained/ids_train.txt
@@ -0,0 +1,6000 @@
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diff --git a/extract/embeddings/remote_homology/gearnet_pretrained/ids_valid.txt b/extract/embeddings/remote_homology/gearnet_pretrained/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/gearnet_pretrained/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/gearnet_pretrained/meta.json b/extract/embeddings/remote_homology/gearnet_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..de796716a4b3b0f76240a6eee58e39fac62ef04f
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:41",
+ "seconds": 1348.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 512,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 512,
+  "max_abs": 268.0699157714844
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.6126985501292669,
+  "rel_change_coord_swap": 0.8348703678855703,
+  "rel_change_seq_shuffle": 0.9662573225933023,
+  "rel_change_rigid_motion": 1.281070800601113e-07,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/remote_homology/ipa/ids_test.txt b/extract/embeddings/remote_homology/ipa/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/ipa/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/ipa/ids_train.txt b/extract/embeddings/remote_homology/ipa/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/ipa/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/ipa/ids_valid.txt b/extract/embeddings/remote_homology/ipa/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/ipa/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/ipa/meta.json b/extract/embeddings/remote_homology/ipa/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..344e9227310d49fd4700ae8630560ea207813a36
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:16",
+ "seconds": 30.2,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 127,
+  "max_abs": 1.5419646501541138
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.12257406772334505,
+  "rel_change_coord_swap": 0.05155514657658926,
+  "rel_change_seq_shuffle": 0.07979833776253248,
+  "rel_change_rigid_motion": 3.325418831048971e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/ipa_pretrained/ids_test.txt b/extract/embeddings/remote_homology/ipa_pretrained/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/ipa_pretrained/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/ipa_pretrained/ids_train.txt b/extract/embeddings/remote_homology/ipa_pretrained/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/ipa_pretrained/ids_train.txt
@@ -0,0 +1,6000 @@
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diff --git a/extract/embeddings/remote_homology/ipa_pretrained/ids_valid.txt b/extract/embeddings/remote_homology/ipa_pretrained/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/ipa_pretrained/ids_valid.txt
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diff --git a/extract/embeddings/remote_homology/ipa_pretrained/meta.json b/extract/embeddings/remote_homology/ipa_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1bb1f5c11017cdcfaab6c6ab664ea42603e2419
--- /dev/null
+++ b/extract/embeddings/remote_homology/ipa_pretrained/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "ipa_pretrained",
+ "family": "registry",
+ "target": "ipa_pretrained",
+ "weights": "pretrained",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues; input in canonical pose",
+ "env": "base",
+ "checkpoint": "checkpoints/ipa_pretrained/best.pt",
+ "checkpoint_sha256": "cd4ca8e7f61daba2",
+ "checkpoint_loaded_by": "strict load of 'encoder_state': 95 of 95 tensors",
+ "weights_sha256": "d858a2f47e2041f3",
+ "n_parameters": 648016,
+ "task": "remote_homology",
+ "date": "2026-09-20 11:20",
+ "seconds": 22.1,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 128,
+  "max_abs": 1.084496021270752
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.35788750826111515,
+  "rel_change_coord_swap": 0.3508906508841694,
+  "rel_change_seq_shuffle": 0.22938671359061477,
+  "rel_change_rigid_motion": 4.247136406923421e-06,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/remote_homology/pottsmpnn/ids_test.txt b/extract/embeddings/remote_homology/pottsmpnn/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/pottsmpnn/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/pottsmpnn/ids_train.txt b/extract/embeddings/remote_homology/pottsmpnn/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/pottsmpnn/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/pottsmpnn/ids_valid.txt b/extract/embeddings/remote_homology/pottsmpnn/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/pottsmpnn/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/pottsmpnn/meta.json b/extract/embeddings/remote_homology/pottsmpnn/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e591ed694117d672b871612bf64857b0da71b3f6
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:17",
+ "seconds": 28.9,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 127,
+  "max_abs": 3.1700305938720703
+ },
+ "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/remote_homology/pottsmpnn_pretrained/ids_test.txt b/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_train.txt b/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_valid.txt b/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/pottsmpnn_pretrained/ids_valid.txt
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diff --git a/extract/embeddings/remote_homology/pottsmpnn_pretrained/meta.json b/extract/embeddings/remote_homology/pottsmpnn_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..39069efac44b0786ce5e23041594dffa4662e676
--- /dev/null
+++ b/extract/embeddings/remote_homology/pottsmpnn_pretrained/meta.json
@@ -0,0 +1,38 @@
+{
+ "encoder": "pottsmpnn_pretrained",
+ "family": "registry",
+ "target": "pottsmpnn_pretrained",
+ "weights": "pretrained",
+ "rule": "encoder h_V, masked mean",
+ "env": "base",
+ "weights_sha256": "1cfd2bd3bed04f09",
+ "n_parameters": 1712085,
+ "task": "remote_homology",
+ "date": "2026-09-20 11:18",
+ "seconds": 30.5,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 127,
+  "max_abs": 3.3421380519866943
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.6454550569687352,
+  "rel_change_coord_swap": 0.12076814557594767,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 1.1436842851380084e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/prostt5/ids_test.txt b/extract/embeddings/remote_homology/prostt5/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/prostt5/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/prostt5/ids_train.txt b/extract/embeddings/remote_homology/prostt5/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/prostt5/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/prostt5/ids_valid.txt b/extract/embeddings/remote_homology/prostt5/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/prostt5/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/prostt5/meta.json b/extract/embeddings/remote_homology/prostt5/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..d007241789dfc94d822961c49727c3ffd1c29327
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:16",
+ "seconds": 66.9,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 1024,
+  "max_abs": 1.4546440839767456
+ },
+ "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/remote_homology/protbert_bfd/ids_test.txt b/extract/embeddings/remote_homology/protbert_bfd/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/protbert_bfd/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/protbert_bfd/ids_train.txt b/extract/embeddings/remote_homology/protbert_bfd/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/protbert_bfd/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/protbert_bfd/ids_valid.txt b/extract/embeddings/remote_homology/protbert_bfd/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/protbert_bfd/ids_valid.txt
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diff --git a/extract/embeddings/remote_homology/protbert_bfd/meta.json b/extract/embeddings/remote_homology/protbert_bfd/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..204a6e934db61f2fa73e6fa106acd89134c1c337
--- /dev/null
+++ b/extract/embeddings/remote_homology/protbert_bfd/meta.json
@@ -0,0 +1,43 @@
+{
+ "encoder": "protbert_bfd",
+ "family": "hf_plm",
+ "target": "Rostlab/prot_bert_bfd",
+ "weights": "pretrained",
+ "rule": "final residue states, special tokens removed, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "Rostlab/prot_bert_bfd",
+ "checkpoint_revision": "6c5c8a55a52ff08a664dfd584aa1773f125a0487",
+ "dtype": "float32",
+ "hidden_size": 1024,
+ "n_layers": 30,
+ "n_parameters": 418881536,
+ "inputs_passed": "amino-acid sequence only",
+ "task": "remote_homology",
+ "date": "2026-09-20 11:11",
+ "seconds": 62.6,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 1024,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6985,
+  "numerical_rank": 1023,
+  "max_abs": 2.0956153869628906
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.0,
+  "rel_change_coord_swap": 0.0,
+  "rel_change_seq_shuffle": 0.4072423163663681,
+  "rel_change_rigid_motion": 0.0,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/proteinmpnn/ids_test.txt b/extract/embeddings/remote_homology/proteinmpnn/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/proteinmpnn/ids_test.txt
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diff --git a/extract/embeddings/remote_homology/proteinmpnn/ids_train.txt b/extract/embeddings/remote_homology/proteinmpnn/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/proteinmpnn/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/proteinmpnn/ids_valid.txt b/extract/embeddings/remote_homology/proteinmpnn/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/proteinmpnn/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/proteinmpnn/meta.json b/extract/embeddings/remote_homology/proteinmpnn/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b51be04bc936493fe75ebbfb1545e5ecc17e665a
--- /dev/null
+++ b/extract/embeddings/remote_homology/proteinmpnn/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "proteinmpnn",
+ "family": "registry",
+ "target": "proteinmpnn_pretrained",
+ "weights": "pretrained",
+ "rule": "encoder h_V after 3 encoder layers, before the decoder",
+ "env": "base",
+ "checkpoint": "checkpoints/proteinmpnn_v48_020.pt",
+ "checkpoint_sha256": "c9cb4a671d796041",
+ "checkpoint_loaded_by": "wrapper load_pretrained()",
+ "weights_sha256": "01d6f9d31117f274",
+ "n_parameters": 1660485,
+ "task": "remote_homology",
+ "date": "2026-09-20 11:18",
+ "seconds": 29.7,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 127,
+  "max_abs": 3.2010629177093506
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.2876636765789369,
+  "rel_change_coord_swap": 0.1046977269374211,
+  "rel_change_seq_shuffle": 0.0,
+  "rel_change_rigid_motion": 1.6183316549153264e-07,
+  "verdict": "pass"
+ }
+}
diff --git a/extract/embeddings/remote_homology/ref_composition/ids_test.txt b/extract/embeddings/remote_homology/ref_composition/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/ref_composition/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/ref_composition/ids_train.txt b/extract/embeddings/remote_homology/ref_composition/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/ref_composition/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/ref_composition/ids_valid.txt b/extract/embeddings/remote_homology/ref_composition/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/ref_composition/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/ref_composition/meta.json b/extract/embeddings/remote_homology/ref_composition/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..614497ab544dde4769f03add7c685f125af062e4
--- /dev/null
+++ b/extract/embeddings/remote_homology/ref_composition/meta.json
@@ -0,0 +1,18 @@
+{
+ "encoder": "ref_composition",
+ "family": "non-learned reference",
+ "weights": "none",
+ "n_parameters": 0,
+ "rule": "20 amino-acid frequencies, log length, length/600, fraction outside the 20-letter alphabet",
+ "inputs_passed": "amino-acid sequence only",
+ "hidden_size": 23,
+ "task": "remote_homology",
+ "ids_copied_from": "esm2_150m",
+ "n_per_split": {
+  "train": 6000,
+  "valid": 506,
+  "test": 480
+ },
+ "purpose": "downstream floor: what the task scores without any learned representation",
+ "date": "2026-09-21 14:00"
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/schnet/ids_test.txt b/extract/embeddings/remote_homology/schnet/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
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diff --git a/extract/embeddings/remote_homology/schnet/ids_train.txt b/extract/embeddings/remote_homology/schnet/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/schnet/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/schnet/ids_valid.txt b/extract/embeddings/remote_homology/schnet/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/schnet/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/schnet/meta.json b/extract/embeddings/remote_homology/schnet/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..9487e930ba19d64787f129e73a782e19c99d3db3
--- /dev/null
+++ b/extract/embeddings/remote_homology/schnet/meta.json
@@ -0,0 +1,39 @@
+{
+ "encoder": "schnet",
+ "family": "registry",
+ "target": "schnet",
+ "weights": "random",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "seed": 20260919,
+ "weights_sha256": "a554781da0916f60",
+ "n_parameters": 244480,
+ "task": "remote_homology",
+ "date": "2026-09-20 11:16",
+ "seconds": 58.3,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 127,
+  "max_abs": 1.2046116590499878
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.024272346150889114,
+  "rel_change_coord_swap": 0.04067997024144254,
+  "rel_change_seq_shuffle": 0.0926744111105295,
+  "rel_change_rigid_motion": 1.4309623780125316e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/tfn/ids_test.txt b/extract/embeddings/remote_homology/tfn/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/tfn/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/tfn/ids_train.txt b/extract/embeddings/remote_homology/tfn/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/tfn/ids_train.txt
@@ -0,0 +1,6000 @@
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diff --git a/extract/embeddings/remote_homology/tfn/ids_valid.txt b/extract/embeddings/remote_homology/tfn/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/tfn/ids_valid.txt
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diff --git a/extract/embeddings/remote_homology/tfn/meta.json b/extract/embeddings/remote_homology/tfn/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5c5162eb99ea58b7074439884cdb781ab7387ba
--- /dev/null
+++ b/extract/embeddings/remote_homology/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": "remote_homology",
+ "date": "2026-09-20 11:16",
+ "seconds": 35.3,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 127,
+  "max_abs": 4.0769500732421875
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.03591845664260404,
+  "rel_change_coord_swap": 0.08890220571531798,
+  "rel_change_seq_shuffle": 0.15717390618985286,
+  "rel_change_rigid_motion": 1.1080414874236863e-07,
+  "verdict": "pass"
+ }
+}
\ No newline at end of file
diff --git a/extract/embeddings/remote_homology/tfn_pretrained/ids_test.txt b/extract/embeddings/remote_homology/tfn_pretrained/ids_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c46b3a1696b9fce415e50d4700af7aabae77b2c4
--- /dev/null
+++ b/extract/embeddings/remote_homology/tfn_pretrained/ids_test.txt
@@ -0,0 +1,480 @@
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diff --git a/extract/embeddings/remote_homology/tfn_pretrained/ids_train.txt b/extract/embeddings/remote_homology/tfn_pretrained/ids_train.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0c924d77fe01396d2d467bba98ca569f08e71
--- /dev/null
+++ b/extract/embeddings/remote_homology/tfn_pretrained/ids_train.txt
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diff --git a/extract/embeddings/remote_homology/tfn_pretrained/ids_valid.txt b/extract/embeddings/remote_homology/tfn_pretrained/ids_valid.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93f88db04867f54623be9ececc833379bbd563a8
--- /dev/null
+++ b/extract/embeddings/remote_homology/tfn_pretrained/ids_valid.txt
@@ -0,0 +1,506 @@
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diff --git a/extract/embeddings/remote_homology/tfn_pretrained/meta.json b/extract/embeddings/remote_homology/tfn_pretrained/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..bccfbd74af74464e5ee5ec0f6aa82a092c622f9b
--- /dev/null
+++ b/extract/embeddings/remote_homology/tfn_pretrained/meta.json
@@ -0,0 +1,41 @@
+{
+ "encoder": "tfn_pretrained",
+ "family": "registry",
+ "target": "tfn_pretrained",
+ "weights": "pretrained",
+ "rule": "final invariant node states of the wrapper, masked mean over valid residues",
+ "env": "base",
+ "checkpoint": "checkpoints/tfn_pretrained/best.pt",
+ "checkpoint_sha256": "17af58de61a4674c",
+ "checkpoint_loaded_by": "strict load of 'encoder_state': 39 of 39 tensors",
+ "weights_sha256": "a7afc00e258bf380",
+ "n_parameters": 250880,
+ "task": "remote_homology",
+ "date": "2026-09-20 11:19",
+ "seconds": 21.4,
+ "pooling": "masked mean over all residues of the chain",
+ "manifest": "manifest/remote_homology.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": 480,
+  "train": 6000,
+  "valid": 506
+ },
+ "health": {
+  "n_rows": 6986,
+  "dim": 128,
+  "nan_values": 0,
+  "all_zero_rows": 0,
+  "distinct_rows": 6986,
+  "numerical_rank": 110,
+  "max_abs": 1.4140839576721191
+ },
+ "input_audit": {
+  "rel_change_jitter_1A": 0.03822253582245991,
+  "rel_change_coord_swap": 0.07263557906481058,
+  "rel_change_seq_shuffle": 0.2809558934670733,
+  "rel_change_rigid_motion": 1.0021205169877518e-07,
+  "verdict": "pass"
+ }
+}