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-rw-r--r--artifacts/manifold_gate/anchor_battery.json40
-rw-r--r--artifacts/manifold_gate/attention_probe_full.json111
-rw-r--r--artifacts/manifold_gate/bundle_channel_audit.json18
-rw-r--r--artifacts/manifold_gate/confirm_flickr_k256.json471
-rw-r--r--artifacts/manifold_gate/confirm_vg_ctx_k128.json471
-rw-r--r--artifacts/manifold_gate/confirm_vg_ctx_k256.json471
-rw-r--r--artifacts/manifold_gate/confirm_vg_ctx_k64.json471
-rw-r--r--artifacts/manifold_gate/confirm_vg_k128_seed0.json476
-rw-r--r--artifacts/manifold_gate/confirm_vg_k128_seed1.json476
-rw-r--r--artifacts/manifold_gate/confirm_vg_k128_seed2.json471
-rw-r--r--artifacts/manifold_gate/confirm_vg_k256_seed0.json471
-rw-r--r--artifacts/manifold_gate/confirm_vg_k256_seed1.json471
-rw-r--r--artifacts/manifold_gate/confirm_vg_k256_seed2.json471
-rw-r--r--artifacts/manifold_gate/content_gate_flickr_k128.json357
-rw-r--r--artifacts/manifold_gate/content_gate_flickr_k16.json367
-rw-r--r--artifacts/manifold_gate/content_gate_flickr_k32.json362
-rw-r--r--artifacts/manifold_gate/content_gate_vg_k128.json357
-rw-r--r--artifacts/manifold_gate/content_gate_vg_k16.json382
-rw-r--r--artifacts/manifold_gate/content_gate_vg_k32.json362
-rw-r--r--artifacts/manifold_gate/content_projection.json83
-rw-r--r--artifacts/manifold_gate/flickr_test1000_orbit.json2909
-rw-r--r--artifacts/manifold_gate/flickr_test512_orbit.json1837
-rw-r--r--artifacts/manifold_gate/flickr_test512_single.json1812
-rw-r--r--artifacts/manifold_gate/flickr_val512_orbit.json1832
-rw-r--r--artifacts/manifold_gate/recovery_scale_n1024.json67
-rw-r--r--artifacts/manifold_gate/recovery_scale_n2048.json67
-rw-r--r--artifacts/manifold_gate/recovery_scale_n2048_long.json67
-rw-r--r--artifacts/manifold_gate/recovery_unary_lam0.5.json73
-rw-r--r--artifacts/manifold_gate/recovery_unary_lam2.0.json73
-rw-r--r--artifacts/manifold_gate/recovery_unary_lam2_unaryinit.json73
-rw-r--r--artifacts/manifold_gate/recovery_unary_lam8.0.json73
-rw-r--r--artifacts/manifold_gate/recovery_vg_ctx_k128_seed0.json145
-rw-r--r--artifacts/manifold_gate/recovery_vg_k128_seed0.json145
-rw-r--r--artifacts/manifold_gate/recovery_vg_k256_seed0.json145
-rw-r--r--artifacts/manifold_gate/resolution_audit.json86
-rw-r--r--artifacts/manifold_gate/ricci_flickr_test512_orbit.json1327
-rw-r--r--artifacts/manifold_gate/ricci_vg512_region_seed0.json819
-rw-r--r--artifacts/manifold_gate/spectral_localization.json10
-rw-r--r--artifacts/manifold_gate/vg5000_region_closed_scalar.json5381
-rw-r--r--artifacts/manifold_gate/vg5000_visible_relations_scalar.json5381
-rw-r--r--artifacts/manifold_gate/vg512_region_closed_seed0_bundle.json1103
-rw-r--r--artifacts/manifold_gate/vg512_region_closed_seed0_scalar.json1155
-rw-r--r--artifacts/manifold_gate/vg512_region_closed_seed1_bundle.json1108
-rw-r--r--artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json1155
-rw-r--r--artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json1108
-rw-r--r--artifacts/manifold_gate/vg512_region_closed_seed2_scalar.json1160
-rw-r--r--artifacts/manifold_gate/vg512_visible_relations_seed0_bundle.json1103
-rw-r--r--artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json1145
-rw-r--r--artifacts/manifold_gate/vg512_visible_relations_seed1_bundle.json1088
-rw-r--r--artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json1150
-rw-r--r--artifacts/manifold_gate/vg512_visible_relations_seed2_bundle.json1103
-rw-r--r--artifacts/manifold_gate/vg512_visible_relations_seed2_scalar.json1145
-rw-r--r--artifacts/manifold_gate/vg_view_probe_full.json24
-rw-r--r--artifacts/manifold_gate/vg_view_probe_smoke.json24
-rw-r--r--artifacts/manifold_gate/view_anchor_affinity.json81
-rw-r--r--artifacts/manifold_gate/view_anchor_affinity_v2.json81
-rw-r--r--artifacts/manifold_gate/view_anchor_battery_v2.json38
-rw-r--r--artifacts/manifold_gate/view_anchor_battery_v3.json39
-rw-r--r--artifacts/manifold_gate/view_gate_full.json114
59 files changed, 43405 insertions, 0 deletions
diff --git a/artifacts/manifold_gate/anchor_battery.json b/artifacts/manifold_gate/anchor_battery.json
new file mode 100644
index 0000000..fbf5e57
--- /dev/null
+++ b/artifacts/manifold_gate/anchor_battery.json
@@ -0,0 +1,40 @@
+{
+ "protocol": "Unary anchors, computed independently per modality; hidden pairs score anchor quality only. Lexicon-to-physics maps are frozen world knowledge, declared before evaluation.",
+ "nodes": 5000,
+ "anchors": {
+ "color_histogram": {
+ "informative_text_fraction": 0.818,
+ "matched_mean": 0.4096606182992058,
+ "shuffled_mean": 0.29379064507043284,
+ "matched_minus_shuffled_z": 20.864018577857436
+ },
+ "chroma": {
+ "true_pairing_spearman": 0.13936140845445633
+ },
+ "light": {
+ "true_pairing_spearman": 0.07024794847391795
+ },
+ "size": {
+ "true_pairing_spearman": 0.0021239990289599483
+ },
+ "numerals_vs_area": {
+ "true_pairing_spearman": 0.04819725024789003
+ }
+ },
+ "combined_unary": {
+ "channels": [
+ "color",
+ "chroma",
+ "light",
+ "size",
+ "numerals_vs_area"
+ ],
+ "matched_mean": 0.11238861179672217,
+ "grand_mean": -1.4522811397910117e-16,
+ "true_z": 17.22028281449666,
+ "retrieval_r@10": 0.0042,
+ "retrieval_r@100": 0.0396,
+ "median_rank": 1970.5,
+ "chance_r@10": 0.002
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/attention_probe_full.json b/artifacts/manifold_gate/attention_probe_full.json
new file mode 100644
index 0000000..22d067a
--- /dev/null
+++ b/artifacts/manifold_gate/attention_probe_full.json
@@ -0,0 +1,111 @@
+{
+ "protocol": "Replayed view truth, evaluation-only. Each cell is the within-node cross-modal Spearman of relation fields at the true view correspondence, against a shuffled-view control.",
+ "nodes": 5000,
+ "baseline_isolated_cosine": {
+ "matched_mean": 0.1279621422290802,
+ "shuffled_mean": -0.002400045981630683,
+ "gap_z": 46.60123062133789
+ },
+ "channels": {
+ "text_attn_g0 x vision_attn_g0": {
+ "matched_mean": 0.0246360395103693,
+ "shuffled_mean": 0.0018186916131526232,
+ "gap_z": 7.828590393066406
+ },
+ "text_attn_g0 x vision_attn_g1": {
+ "matched_mean": 0.02522178180515766,
+ "shuffled_mean": 0.0023200020659714937,
+ "gap_z": 7.974187850952148
+ },
+ "text_attn_g0 x vision_attn_g2": {
+ "matched_mean": 0.026846596971154213,
+ "shuffled_mean": 0.003111843252554536,
+ "gap_z": 8.169827461242676
+ },
+ "text_attn_g0 x vision_ctx_cos": {
+ "matched_mean": 0.03297057002782822,
+ "shuffled_mean": 0.0029256935231387615,
+ "gap_z": 9.99555492401123
+ },
+ "text_attn_g1 x vision_attn_g0": {
+ "matched_mean": 0.058189209550619125,
+ "shuffled_mean": 0.0014253206318244338,
+ "gap_z": 19.106473922729492
+ },
+ "text_attn_g1 x vision_attn_g1": {
+ "matched_mean": 0.062455616891384125,
+ "shuffled_mean": 0.001968336058780551,
+ "gap_z": 20.717960357666016
+ },
+ "text_attn_g1 x vision_attn_g2": {
+ "matched_mean": 0.06540140509605408,
+ "shuffled_mean": 0.002817628439515829,
+ "gap_z": 21.213720321655273
+ },
+ "text_attn_g1 x vision_ctx_cos": {
+ "matched_mean": 0.07714134454727173,
+ "shuffled_mean": 0.0024559840094298124,
+ "gap_z": 24.414701461791992
+ },
+ "text_attn_g2 x vision_attn_g0": {
+ "matched_mean": 0.05762112885713577,
+ "shuffled_mean": 0.00122644763905555,
+ "gap_z": 18.899877548217773
+ },
+ "text_attn_g2 x vision_attn_g1": {
+ "matched_mean": 0.062174536287784576,
+ "shuffled_mean": 0.0014159244019538164,
+ "gap_z": 20.693180084228516
+ },
+ "text_attn_g2 x vision_attn_g2": {
+ "matched_mean": 0.06511640548706055,
+ "shuffled_mean": 0.002295177197083831,
+ "gap_z": 21.171533584594727
+ },
+ "text_attn_g2 x vision_ctx_cos": {
+ "matched_mean": 0.07819025963544846,
+ "shuffled_mean": 0.0018244234379380941,
+ "gap_z": 24.823591232299805
+ },
+ "text_attn_g3 x vision_attn_g0": {
+ "matched_mean": 0.048348233103752136,
+ "shuffled_mean": 0.0008306392701342702,
+ "gap_z": 15.629465103149414
+ },
+ "text_attn_g3 x vision_attn_g1": {
+ "matched_mean": 0.052185527980327606,
+ "shuffled_mean": 0.001778527395799756,
+ "gap_z": 16.855741500854492
+ },
+ "text_attn_g3 x vision_attn_g2": {
+ "matched_mean": 0.0553436279296875,
+ "shuffled_mean": 0.0025363026652485132,
+ "gap_z": 17.472745895385742
+ },
+ "text_attn_g3 x vision_ctx_cos": {
+ "matched_mean": 0.0647592768073082,
+ "shuffled_mean": 0.0026518579106777906,
+ "gap_z": 19.79732322692871
+ },
+ "text_ctx_cos x vision_attn_g0": {
+ "matched_mean": 0.15180939435958862,
+ "shuffled_mean": -0.001719625317491591,
+ "gap_z": 51.155216217041016
+ },
+ "text_ctx_cos x vision_attn_g1": {
+ "matched_mean": 0.17549680173397064,
+ "shuffled_mean": -0.0016138383653014898,
+ "gap_z": 59.05224609375
+ },
+ "text_ctx_cos x vision_attn_g2": {
+ "matched_mean": 0.18720850348472595,
+ "shuffled_mean": -0.00174369674641639,
+ "gap_z": 62.099239349365234
+ },
+ "text_ctx_cos x vision_ctx_cos": {
+ "matched_mean": 0.21646080911159515,
+ "shuffled_mean": -0.004605674650520086,
+ "gap_z": 69.60621643066406
+ }
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/bundle_channel_audit.json b/artifacts/manifold_gate/bundle_channel_audit.json
new file mode 100644
index 0000000..9410ceb
--- /dev/null
+++ b/artifacts/manifold_gate/bundle_channel_audit.json
@@ -0,0 +1,18 @@
+{
+ "region_closed": {
+ "mean": 0.0875,
+ "std": -0.0234,
+ "q10": 0.0548,
+ "q90": 0.11,
+ "text_std_vs_mean": -0.8178,
+ "vis_std_vs_mean": 0.6304
+ },
+ "visible_relations": {
+ "mean": 0.0859,
+ "std": 0.0035,
+ "q10": 0.0446,
+ "q90": 0.1644,
+ "text_std_vs_mean": -0.8571,
+ "vis_std_vs_mean": 0.6304
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_flickr_k256.json b/artifacts/manifold_gate/confirm_flickr_k256.json
new file mode 100644
index 0000000..e22b99b
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_flickr_k256.json
@@ -0,0 +1,471 @@
+{
+ "protocol": "Content-projected states, directions fitted without pairs on held-out scenes; the complete assignment gate is scored with hidden pairs.",
+ "dataset": "flickr",
+ "dims": 256,
+ "samples": 512,
+ "gate_a": {
+ "true": {
+ "mse": 1.1546877246286762,
+ "mse_channels": [
+ 1.1546877246286762
+ ],
+ "mse_channel_mean": 1.1546877246286762,
+ "conditional_kl": 108.4550083670776,
+ "m30_total": 24.000377122672873
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+ ],
+ "mse_channel_mean": 1.9041912830760603,
+ "conditional_kl": 256.05337466005227,
+ "m30_total": 55.019057498162574
+ },
+ "random": {
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+ "std": 0.006010130047798157,
+ "min": 1.982003927230835,
+ "true_z": 140.63133239746094,
+ "true_rank_among_random": 0,
+ "count": 1000
+ },
+ "mse_channel_mean": {
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+ "count": 1000
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+ "count": 1000
+ }
+ }
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+ "gate_b": {
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_ctx_k128.json b/artifacts/manifold_gate/confirm_vg_ctx_k128.json
new file mode 100644
index 0000000..790fe31
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_ctx_k128.json
@@ -0,0 +1,471 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_ctx_k256.json b/artifacts/manifold_gate/confirm_vg_ctx_k256.json
new file mode 100644
index 0000000..cfb6385
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_ctx_k256.json
@@ -0,0 +1,471 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_ctx_k64.json b/artifacts/manifold_gate/confirm_vg_ctx_k64.json
new file mode 100644
index 0000000..36a12e6
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_ctx_k64.json
@@ -0,0 +1,471 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_k128_seed0.json b/artifacts/manifold_gate/confirm_vg_k128_seed0.json
new file mode 100644
index 0000000..acadcdd
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_k128_seed0.json
@@ -0,0 +1,476 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_k128_seed1.json b/artifacts/manifold_gate/confirm_vg_k128_seed1.json
new file mode 100644
index 0000000..8af213b
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_k128_seed1.json
@@ -0,0 +1,476 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_k128_seed2.json b/artifacts/manifold_gate/confirm_vg_k128_seed2.json
new file mode 100644
index 0000000..47b3829
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_k128_seed2.json
@@ -0,0 +1,471 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_k256_seed0.json b/artifacts/manifold_gate/confirm_vg_k256_seed0.json
new file mode 100644
index 0000000..34f3c7e
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_k256_seed0.json
@@ -0,0 +1,471 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_k256_seed1.json b/artifacts/manifold_gate/confirm_vg_k256_seed1.json
new file mode 100644
index 0000000..5bf82b5
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_k256_seed1.json
@@ -0,0 +1,471 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/confirm_vg_k256_seed2.json b/artifacts/manifold_gate/confirm_vg_k256_seed2.json
new file mode 100644
index 0000000..608bcfc
--- /dev/null
+++ b/artifacts/manifold_gate/confirm_vg_k256_seed2.json
@@ -0,0 +1,471 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/content_gate_flickr_k128.json b/artifacts/manifold_gate/content_gate_flickr_k128.json
new file mode 100644
index 0000000..eb32f07
--- /dev/null
+++ b/artifacts/manifold_gate/content_gate_flickr_k128.json
@@ -0,0 +1,357 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/content_gate_flickr_k16.json b/artifacts/manifold_gate/content_gate_flickr_k16.json
new file mode 100644
index 0000000..479c047
--- /dev/null
+++ b/artifacts/manifold_gate/content_gate_flickr_k16.json
@@ -0,0 +1,367 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/content_gate_flickr_k32.json b/artifacts/manifold_gate/content_gate_flickr_k32.json
new file mode 100644
index 0000000..fa5228f
--- /dev/null
+++ b/artifacts/manifold_gate/content_gate_flickr_k32.json
@@ -0,0 +1,362 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/content_gate_vg_k128.json b/artifacts/manifold_gate/content_gate_vg_k128.json
new file mode 100644
index 0000000..80207a9
--- /dev/null
+++ b/artifacts/manifold_gate/content_gate_vg_k128.json
@@ -0,0 +1,357 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/content_gate_vg_k16.json b/artifacts/manifold_gate/content_gate_vg_k16.json
new file mode 100644
index 0000000..d7064ff
--- /dev/null
+++ b/artifacts/manifold_gate/content_gate_vg_k16.json
@@ -0,0 +1,382 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/content_gate_vg_k32.json b/artifacts/manifold_gate/content_gate_vg_k32.json
new file mode 100644
index 0000000..6a9b469
--- /dev/null
+++ b/artifacts/manifold_gate/content_gate_vg_k32.json
@@ -0,0 +1,362 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/content_projection.json b/artifacts/manifold_gate/content_projection.json
new file mode 100644
index 0000000..e7a4773
--- /dev/null
+++ b/artifacts/manifold_gate/content_projection.json
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+{
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+ }
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/flickr_test1000_orbit.json b/artifacts/manifold_gate/flickr_test1000_orbit.json
new file mode 100644
index 0000000..a6d3c26
--- /dev/null
+++ b/artifacts/manifold_gate/flickr_test1000_orbit.json
@@ -0,0 +1,2909 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/flickr_test512_orbit.json b/artifacts/manifold_gate/flickr_test512_orbit.json
new file mode 100644
index 0000000..9d0fb9b
--- /dev/null
+++ b/artifacts/manifold_gate/flickr_test512_orbit.json
@@ -0,0 +1,1837 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/flickr_test512_single.json b/artifacts/manifold_gate/flickr_test512_single.json
new file mode 100644
index 0000000..7656613
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/flickr_val512_orbit.json b/artifacts/manifold_gate/flickr_val512_orbit.json
new file mode 100644
index 0000000..253dec5
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/recovery_scale_n1024.json b/artifacts/manifold_gate/recovery_scale_n1024.json
new file mode 100644
index 0000000..8642680
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_scale_n1024.json
@@ -0,0 +1,67 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/recovery_scale_n2048.json b/artifacts/manifold_gate/recovery_scale_n2048.json
new file mode 100644
index 0000000..66b5ad1
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_scale_n2048.json
@@ -0,0 +1,67 @@
+{
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diff --git a/artifacts/manifold_gate/recovery_scale_n2048_long.json b/artifacts/manifold_gate/recovery_scale_n2048_long.json
new file mode 100644
index 0000000..e2d320b
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_scale_n2048_long.json
@@ -0,0 +1,67 @@
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diff --git a/artifacts/manifold_gate/recovery_unary_lam0.5.json b/artifacts/manifold_gate/recovery_unary_lam0.5.json
new file mode 100644
index 0000000..4ef3167
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_unary_lam0.5.json
@@ -0,0 +1,73 @@
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/recovery_unary_lam2.0.json b/artifacts/manifold_gate/recovery_unary_lam2.0.json
new file mode 100644
index 0000000..bf28225
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_unary_lam2.0.json
@@ -0,0 +1,73 @@
+{
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diff --git a/artifacts/manifold_gate/recovery_unary_lam2_unaryinit.json b/artifacts/manifold_gate/recovery_unary_lam2_unaryinit.json
new file mode 100644
index 0000000..03ce32e
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_unary_lam2_unaryinit.json
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diff --git a/artifacts/manifold_gate/recovery_unary_lam8.0.json b/artifacts/manifold_gate/recovery_unary_lam8.0.json
new file mode 100644
index 0000000..74e7932
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_unary_lam8.0.json
@@ -0,0 +1,73 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/recovery_vg_ctx_k128_seed0.json b/artifacts/manifold_gate/recovery_vg_ctx_k128_seed0.json
new file mode 100644
index 0000000..300272c
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_vg_ctx_k128_seed0.json
@@ -0,0 +1,145 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/recovery_vg_k128_seed0.json b/artifacts/manifold_gate/recovery_vg_k128_seed0.json
new file mode 100644
index 0000000..ce905a2
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_vg_k128_seed0.json
@@ -0,0 +1,145 @@
+{
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diff --git a/artifacts/manifold_gate/recovery_vg_k256_seed0.json b/artifacts/manifold_gate/recovery_vg_k256_seed0.json
new file mode 100644
index 0000000..c297937
--- /dev/null
+++ b/artifacts/manifold_gate/recovery_vg_k256_seed0.json
@@ -0,0 +1,145 @@
+{
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diff --git a/artifacts/manifold_gate/resolution_audit.json b/artifacts/manifold_gate/resolution_audit.json
new file mode 100644
index 0000000..813bba3
--- /dev/null
+++ b/artifacts/manifold_gate/resolution_audit.json
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diff --git a/artifacts/manifold_gate/ricci_flickr_test512_orbit.json b/artifacts/manifold_gate/ricci_flickr_test512_orbit.json
new file mode 100644
index 0000000..bcb4e7f
--- /dev/null
+++ b/artifacts/manifold_gate/ricci_flickr_test512_orbit.json
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/ricci_vg512_region_seed0.json b/artifacts/manifold_gate/ricci_vg512_region_seed0.json
new file mode 100644
index 0000000..fbe2ae6
--- /dev/null
+++ b/artifacts/manifold_gate/ricci_vg512_region_seed0.json
@@ -0,0 +1,819 @@
+{
+ "protocol": "Each modality's kNN geometry evolves independently under Ollivier-Ricci flow; the identical heat-kernel channels are gated with and without the flow. Hidden pairs score orderings only.",
+ "meta": {
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+ "tier": "region_closed",
+ "samples": 512,
+ "subset_seed": 0,
+ "bundle_channels": false,
+ "flow": {
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+ "manifest": "artifacts/manifest.json",
+ "vision": "artifacts/vision.pt",
+ "text": "artifacts/text.pt",
+ "text_orbits": "artifacts/text_orbits_qwen0p5b.pt",
+ "text_mode": "orbit_mean",
+ "vg_vision": "artifacts/vg_5k/vision_features.pt",
+ "vg_text": "artifacts/vg_5k/text_features.pt",
+ "vg_ground_truth": "artifacts/vg_5k/ground_truth.private.jsonl",
+ "vg_bundle_channels": false,
+ "split": "test",
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+ "descent_objective": "mse",
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+ "device": "cpu",
+ "seed": 20260729,
+ "output": "artifacts/manifold_gate/ricci_vg512_region_seed0.json",
+ "trajectory_output": null
+ }
+ },
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/spectral_localization.json b/artifacts/manifold_gate/spectral_localization.json
new file mode 100644
index 0000000..dc2a002
--- /dev/null
+++ b/artifacts/manifold_gate/spectral_localization.json
@@ -0,0 +1,10 @@
+{
+ "2": 0.3149,
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+ "32": 0.3521,
+ "64": 0.3355,
+ "128": 0.3215,
+ "384": 0.3152
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg5000_region_closed_scalar.json b/artifacts/manifold_gate/vg5000_region_closed_scalar.json
new file mode 100644
index 0000000..19e127c
--- /dev/null
+++ b/artifacts/manifold_gate/vg5000_region_closed_scalar.json
@@ -0,0 +1,5381 @@
+{
+ "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. The energy terms are the cross-modal relation MSE and conditional KL; the language-only terms of the falsified free-particle energy are permutation-invariant on this space.",
+ "meta": {
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg5000_visible_relations_scalar.json b/artifacts/manifold_gate/vg5000_visible_relations_scalar.json
new file mode 100644
index 0000000..e323f10
--- /dev/null
+++ b/artifacts/manifold_gate/vg5000_visible_relations_scalar.json
@@ -0,0 +1,5381 @@
+{
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+ "meta": {
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_region_closed_seed0_bundle.json b/artifacts/manifold_gate/vg512_region_closed_seed0_bundle.json
new file mode 100644
index 0000000..efaa7ab
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_region_closed_seed0_bundle.json
@@ -0,0 +1,1103 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_region_closed_seed0_scalar.json b/artifacts/manifold_gate/vg512_region_closed_seed0_scalar.json
new file mode 100644
index 0000000..a3134f2
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_region_closed_seed0_scalar.json
@@ -0,0 +1,1155 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_region_closed_seed1_bundle.json b/artifacts/manifold_gate/vg512_region_closed_seed1_bundle.json
new file mode 100644
index 0000000..a8b5bf4
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_region_closed_seed1_bundle.json
@@ -0,0 +1,1108 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json b/artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json
new file mode 100644
index 0000000..ace10c5
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_region_closed_seed1_scalar.json
@@ -0,0 +1,1155 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json b/artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json
new file mode 100644
index 0000000..41b6ae1
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_region_closed_seed2_bundle.json
@@ -0,0 +1,1108 @@
+{
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+ "meta": {
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_region_closed_seed2_scalar.json b/artifacts/manifold_gate/vg512_region_closed_seed2_scalar.json
new file mode 100644
index 0000000..dd38278
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_region_closed_seed2_scalar.json
@@ -0,0 +1,1160 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed0_bundle.json b/artifacts/manifold_gate/vg512_visible_relations_seed0_bundle.json
new file mode 100644
index 0000000..21c0cc4
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_visible_relations_seed0_bundle.json
@@ -0,0 +1,1103 @@
+{
+ "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. The energy terms are the cross-modal relation MSE and conditional KL; the language-only terms of the falsified free-particle energy are permutation-invariant on this space.",
+ "meta": {
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+ "tier": "visible_relations",
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+ "subset_seed": 0,
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+ },
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+ "vg_text": "artifacts/vg_5k_tiers/text_features_visible_relations.pt",
+ "vg_ground_truth": "artifacts/vg_5k/ground_truth.private.jsonl",
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+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json b/artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json
new file mode 100644
index 0000000..3b62d37
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json
@@ -0,0 +1,1145 @@
+{
+ "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. The energy terms are the cross-modal relation MSE and conditional KL; the language-only terms of the falsified free-particle energy are permutation-invariant on this space.",
+ "meta": {
+ "dataset": "visual_genome_5k",
+ "tier": "visible_relations",
+ "samples": 512,
+ "subset_seed": 0,
+ "bundle_channels": false
+ },
+ "args": {
+ "dataset": "vg",
+ "text_orbits": "artifacts/text_orbits_qwen0p5b.pt",
+ "text_mode": "orbit_mean",
+ "vg_vision": "artifacts/vg_5k/vision_features.pt",
+ "vg_text": "artifacts/vg_5k_tiers/text_features_visible_relations.pt",
+ "vg_ground_truth": "artifacts/vg_5k/ground_truth.private.jsonl",
+ "vg_bundle_channels": false,
+ "split": "test",
+ "samples": 512,
+ "subset_seed": 0,
+ "random_perms": 1000,
+ "derangement_samples": 200,
+ "descent_restarts": 2,
+ "descent_max_steps": 200000,
+ "descent_objective": "m30_total",
+ "descent_verify_top": 64,
+ "device": "cpu",
+ "seed": 20260729,
+ "output": "artifacts/manifold_gate/vg512_visible_relations_seed0_scalar.json",
+ "trajectory_output": null
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+ "channel_names": [
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+ "gate_a_global_ranking": {
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+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed1_bundle.json b/artifacts/manifold_gate/vg512_visible_relations_seed1_bundle.json
new file mode 100644
index 0000000..4af8747
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_visible_relations_seed1_bundle.json
@@ -0,0 +1,1088 @@
+{
+ "protocol": "Assignments permute real frozen text states; hidden pairs are used only to place the true assignment in the ranking. The energy terms are the cross-modal relation MSE and conditional KL; the language-only terms of the falsified free-particle energy are permutation-invariant on this space.",
+ "meta": {
+ "dataset": "visual_genome_5k",
+ "tier": "visible_relations",
+ "samples": 512,
+ "subset_seed": 1,
+ "bundle_channels": true
+ },
+ "args": {
+ "dataset": "vg",
+ "text_orbits": "artifacts/text_orbits_qwen0p5b.pt",
+ "text_mode": "orbit_mean",
+ "vg_vision": "artifacts/vg_5k/vision_features.pt",
+ "vg_text": "artifacts/vg_5k_tiers/text_features_visible_relations.pt",
+ "vg_ground_truth": "artifacts/vg_5k/ground_truth.private.jsonl",
+ "vg_bundle_channels": true,
+ "split": "test",
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+ "best_random_descent_m30_total": 2.7427415595410993
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json b/artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json
new file mode 100644
index 0000000..e3d6bf5
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_visible_relations_seed1_scalar.json
@@ -0,0 +1,1150 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed2_bundle.json b/artifacts/manifold_gate/vg512_visible_relations_seed2_bundle.json
new file mode 100644
index 0000000..c125d6a
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_visible_relations_seed2_bundle.json
@@ -0,0 +1,1103 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg512_visible_relations_seed2_scalar.json b/artifacts/manifold_gate/vg512_visible_relations_seed2_scalar.json
new file mode 100644
index 0000000..fb4aed3
--- /dev/null
+++ b/artifacts/manifold_gate/vg512_visible_relations_seed2_scalar.json
@@ -0,0 +1,1145 @@
+{
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+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg_view_probe_full.json b/artifacts/manifold_gate/vg_view_probe_full.json
new file mode 100644
index 0000000..7c0e16e
--- /dev/null
+++ b/artifacts/manifold_gate/vg_view_probe_full.json
@@ -0,0 +1,24 @@
+{
+ "protocol": "View permutations are replayed from the preparation seed and verified against released phrase bundles; they are used only for evaluation. The coarse frame uses truth-aligned node states, so profile matching is an upper bound on what a recovered node alignment would enable.",
+ "nodes": 5000,
+ "verified_fraction": 1.0,
+ "within_node_relation": {
+ "matched_spearman_mean": 0.1279621422290802,
+ "matched_spearman_std": 0.15573246777057648,
+ "shuffled_spearman_mean": -0.002400045981630683,
+ "shuffled_spearman_std": 0.12127704918384552,
+ "gap_z_across_nodes": 46.60123062133789
+ },
+ "coarse_frame_view_matching": {
+ "context_nodes": 1000,
+ "accuracy": 0.1447875,
+ "top3_accuracy": 0.295325,
+ "chance": 0.0625,
+ "matched_profile_corr_mean": 0.13983307778835297,
+ "mismatched_profile_corr_mean": 0.10809223353862762
+ },
+ "within_node_relational_floor": {
+ "accuracy": 0.0,
+ "chance": 0.0625
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/vg_view_probe_smoke.json b/artifacts/manifold_gate/vg_view_probe_smoke.json
new file mode 100644
index 0000000..1f5a862
--- /dev/null
+++ b/artifacts/manifold_gate/vg_view_probe_smoke.json
@@ -0,0 +1,24 @@
+{
+ "protocol": "View permutations are replayed from the preparation seed and verified against released phrase bundles; they are used only for evaluation. The coarse frame uses truth-aligned node states, so profile matching is an upper bound on what a recovered node alignment would enable.",
+ "nodes": 200,
+ "verified_fraction": 1.0,
+ "within_node_relation": {
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+ "gap_z_across_nodes": 8.628554344177246
+ },
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+ "accuracy": 0.1290625,
+ "top3_accuracy": 0.2734375,
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+ "within_node_relational_floor": {
+ "accuracy": 0.07,
+ "chance": 0.0625
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/view_anchor_affinity.json b/artifacts/manifold_gate/view_anchor_affinity.json
new file mode 100644
index 0000000..0b5bd0f
--- /dev/null
+++ b/artifacts/manifold_gate/view_anchor_affinity.json
@@ -0,0 +1,81 @@
+{
+ "protocol": "Node affinity is the Hungarian value of the per-pair view anchor matrix (plus optional fixed-assignment relational agreement). Hidden pairs score retrieval and seeds only.",
+ "samples": 512,
+ "subsets": [
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+ "anchors_only": {
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+ "hungarian_accuracy": 0.021484375,
+ "mutual_nn_count": 24,
+ "mutual_nn_precision": 0.041666666666666664,
+ "top_margin_decile_precision": 0.0196078431372549
+ },
+ "anchors_plus_relational": {
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+ "r@5": 0.03515625,
+ "r@10": 0.056640625,
+ "median_rank": 182.0,
+ "true_z": 10.813359260559082,
+ "hungarian_accuracy": 0.009765625,
+ "mutual_nn_count": 103,
+ "mutual_nn_precision": 0.02912621359223301,
+ "top_margin_decile_precision": 0.0392156862745098
+ }
+ },
+ {
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+ }
+ }
+ ]
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/view_anchor_affinity_v2.json b/artifacts/manifold_gate/view_anchor_affinity_v2.json
new file mode 100644
index 0000000..c3f9d49
--- /dev/null
+++ b/artifacts/manifold_gate/view_anchor_affinity_v2.json
@@ -0,0 +1,81 @@
+{
+ "protocol": "Node affinity is the Hungarian value of the per-pair view anchor matrix (plus optional fixed-assignment relational agreement). Hidden pairs score retrieval and seeds only.",
+ "samples": 512,
+ "subsets": [
+ {
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+ "anchors_only": {
+ "r@1": 0.01171875,
+ "r@5": 0.0546875,
+ "r@10": 0.091796875,
+ "median_rank": 123.0,
+ "true_z": 16.633230209350586,
+ "hungarian_accuracy": 0.021484375,
+ "mutual_nn_count": 21,
+ "mutual_nn_precision": 0.047619047619047616,
+ "top_margin_decile_precision": 0.0196078431372549
+ },
+ "anchors_plus_relational": {
+ "r@1": 0.017578125,
+ "r@5": 0.037109375,
+ "r@10": 0.05859375,
+ "median_rank": 183.0,
+ "true_z": 11.108220100402832,
+ "hungarian_accuracy": 0.0078125,
+ "mutual_nn_count": 111,
+ "mutual_nn_precision": 0.02702702702702703,
+ "top_margin_decile_precision": 0.058823529411764705
+ }
+ },
+ {
+ "subset_seed": 1,
+ "anchors_only": {
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+ "r@5": 0.056640625,
+ "r@10": 0.0859375,
+ "median_rank": 113.0,
+ "true_z": 15.993863105773926,
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+ }
+ },
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+ "hungarian_accuracy": 0.009765625,
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+ "mutual_nn_precision": 0.04,
+ "top_margin_decile_precision": 0.0196078431372549
+ },
+ "anchors_plus_relational": {
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+ "top_margin_decile_precision": 0.0
+ }
+ }
+ ]
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/view_anchor_battery_v2.json b/artifacts/manifold_gate/view_anchor_battery_v2.json
new file mode 100644
index 0000000..cc4f0ec
--- /dev/null
+++ b/artifacts/manifold_gate/view_anchor_battery_v2.json
@@ -0,0 +1,38 @@
+{
+ "protocol": "Per-view anchors and frame-free structural signatures; replayed view truth scores matching only. No node pairs, no coarse frame.",
+ "nodes": 5000,
+ "chance": 0.0625,
+ "true_frame_profile_baseline": 0.1448,
+ "channel_coverage_mean": {
+ "color": 0.3866875,
+ "size": 0.0433125,
+ "light": 0.1966125,
+ "horizontal": 0.0085375
+ },
+ "anchor_matched_vs_shuffled_z": 62.52482424776634,
+ "view_matching_accuracy": {
+ "anchors": 0.1142625,
+ "structure": 0.0729125,
+ "anchors_plus_structure": 0.1089375
+ },
+ "informative_view_accuracy": 0.1700989645901264,
+ "informative_view_count": 34962,
+ "seed_calibration": {
+ "top_1%_margin": {
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+ "precision": 0.35816618911174786
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+ "top_5%_margin": {
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+ "precision": 0.24542334096109839
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+ "top_10%_margin": {
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+ "precision": 0.221395881006865
+ },
+ "top_25%_margin": {
+ "count": 8740,
+ "precision": 0.20720823798627003
+ }
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/view_anchor_battery_v3.json b/artifacts/manifold_gate/view_anchor_battery_v3.json
new file mode 100644
index 0000000..18a223b
--- /dev/null
+++ b/artifacts/manifold_gate/view_anchor_battery_v3.json
@@ -0,0 +1,39 @@
+{
+ "protocol": "Per-view anchors and frame-free structural signatures; replayed view truth scores matching only. No node pairs, no coarse frame.",
+ "nodes": 5000,
+ "chance": 0.0625,
+ "true_frame_profile_baseline": 0.1448,
+ "channel_coverage_mean": {
+ "color": 0.3866875,
+ "size": 0.0433125,
+ "light": 0.1966125,
+ "horizontal": 0.0085375,
+ "vertical": 0.010675
+ },
+ "anchor_matched_vs_shuffled_z": 62.57536841129819,
+ "view_matching_accuracy": {
+ "anchors": 0.114775,
+ "structure": 0.0729125,
+ "anchors_plus_structure": 0.1091
+ },
+ "informative_view_accuracy": 0.1694002930898433,
+ "informative_view_count": 35484,
+ "seed_calibration": {
+ "top_1%_margin": {
+ "count": 354,
+ "precision": 0.3559322033898305
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+ "top_5%_margin": {
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+ "top_10%_margin": {
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+ "top_25%_margin": {
+ "count": 8871,
+ "precision": 0.20741742757299064
+ }
+ }
+} \ No newline at end of file
diff --git a/artifacts/manifold_gate/view_gate_full.json b/artifacts/manifold_gate/view_gate_full.json
new file mode 100644
index 0000000..a2e55e0
--- /dev/null
+++ b/artifacts/manifold_gate/view_gate_full.json
@@ -0,0 +1,114 @@
+{
+ "protocol": "Node states are sixteen-view sets with internal standardized relation fields. Part A gates orderings at the true view assignment given the true coarse frame (upper bound); part B matches internal fields blind, with no frame and no pooled vectors, and uses hidden pairs only for scoring.",
+ "part_a_view_ordering": {
+ "nodes": 5000,
+ "context_nodes": 1000,
+ "e1_within_node_relational": {
+ "improving_fraction_mean": 0.31985,
+ "strict_local_min_nodes": 0.0
+ },
+ "e2_coarse_frame_profile": {
+ "improving_fraction_mean": 0.28293666666666667,
+ "strict_local_min_nodes": 0.0
+ },
+ "joint": {
+ "lambda_0.5": {
+ "improving_fraction_mean": 0.27108499999999996,
+ "strict_local_min_nodes": 0.0
+ },
+ "lambda_2.0": {
+ "improving_fraction_mean": 0.2549633333333333,
+ "strict_local_min_nodes": 0.0
+ }
+ }
+ },
+ "part_b_structured_affinity": [
+ {
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+ "nodes": 512,
+ "retrieval_null_corrected_centered": {
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+ "r@10": 0.01953125,
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+ },
+ "retrieval_raw": {
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+ "median_rank": 241.0
+ },
+ "retrieval_signature_only": {
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+ "true_z": -0.021160447970032692
+ },
+ "linear_assignment_energy_null_corrected": {
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+ },
+ {
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+ "median_rank": 266.0,
+ "chance_r@1": 0.001953125
+ },
+ "retrieval_raw": {
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+ "median_rank": 253.0
+ },
+ "retrieval_signature_only": {
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+ "true_z": -0.012197346426546574
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+ "linear_assignment_energy_null_corrected": {
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+ "random_std": 0.0056177424266934395,
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+ "retrieval_null_corrected_centered": {
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+ "r@5": 0.015625,
+ "r@10": 0.033203125,
+ "median_rank": 243.0,
+ "chance_r@1": 0.001953125
+ },
+ "retrieval_raw": {
+ "r@10": 0.017578125,
+ "median_rank": 240.0
+ },
+ "retrieval_signature_only": {
+ "r@10": 0.02734375,
+ "true_z": 7.24987403373234e-05
+ },
+ "linear_assignment_energy_null_corrected": {
+ "true_mean_cost": -0.33948662877082825,
+ "random_mean_cost": -0.33008480072021484,
+ "random_std": 0.0053815594874322414,
+ "true_z": 1.7470452785491943
+ },
+ "hungarian_recovery_accuracy": 0.005859375,
+ "top_margin_decile_precision": 0.0,
+ "mutual_nn_count": 32,
+ "mutual_nn_precision": 0.03125
+ }
+ ]
+} \ No newline at end of file