Refresh split-safe VeriSci dataset

LICENSE

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+Copyright 2026 VeriSci Team

README.md

@@ -48,6 +48,7 @@ Every row is generated by a deterministic Python program and checked by a verifi
 - `final_answer`: machine-readable target answer.
 - `verifier`: verifier type and parameters.
 - `variables`: source variables used to generate the row.
+- `dedupe_signature`: canonical hash used for de-duplication and split assignment.
 - `task_family`: task family.
 - `difficulty`: easy, medium, or hard.
 - `source`: generation provenance.
@@ -75,12 +76,29 @@ Every row is generated by a deterministic Python program and checked by a verifi
 ## Reproduction
 
 ```bash
-git clone REPLACE_WITH_GITHUB_URL
-cd REPLACE_WITH_REPO
-PYTHONPATH=src python3 -m verisci.generate --rows 12000
-PYTHONPATH=src python3 -m verisci.evaluate --data data/generated/verisci_train.jsonl
+git clone <repository-url>
+cd verisci-autoscientist
+PYTHONPATH=src python3 -m verisci.generate \
+  --rows 8000 \
+  --out data/generated/verisci_8k.jsonl \
+  --csv data/generated/verisci_8k.csv \
+  --summary data/generated/verisci_8k_summary.json
+PYTHONPATH=src python3 -m verisci.evaluate --data data/generated/verisci_8k.jsonl
 ```
 
+## Release Integrity
+
+The current 8k public release is split-safe:
+
+| Metric | Value |
+|---|---:|
+| Rows | 8,000 |
+| Unique prompts | 8,000 |
+| Duplicate prompts | 0 |
+| Train/validation/test prompt leakage rows | 0 |
+| Dedupe signatures | 8,000 |
+| Gold verifier accuracy | 100% |
+
 ## Adaptive Data And AutoScientist
 
 This dataset has been run through a low-credit Adaption pilot and is prepared for AutoScientist training.
@@ -96,17 +114,18 @@ Current platform evidence:
 | 12k source preflight dataset ID | `13b1c92a-a96b-4ce7-810b-4368ad6aa234` |
 | 12k source-column audit | Passed: 12,000/12,000 rows preserved `Final: {...}` |
 | AutoScientist recommendation | `google/gemma-3-4b-it`, 1-epoch LoRA |
+| Active fallback AutoScientist run | `43b5486d-0bfc-4e9f-869e-a9892a679386` on `meta-llama/Llama-3.2-3B-Instruct` |
 
 Fill after final AutoScientist run:
 
 | Metric | Value |
 |---|---:|
-| Adaptive Data grade before | TBD |
-| Adaptive Data grade after | TBD |
-| Adaptive Data quality improvement | TBD |
-| AutoScientist best win rate | TBD |
-| Domain augmentation rows | TBD |
-| General augmentation rows | TBD |
+| Adaptive Data grade before | Pending |
+| Adaptive Data grade after | Pending |
+| Adaptive Data quality improvement | Pending |
+| AutoScientist best win rate | Pending checkpoint |
+| Domain augmentation rows | 8,000 source rows in active fallback |
+| General augmentation rows | 0 in active fallback |
 
 ## Limitations
 

stats.json

@@ -1,28 +1,32 @@
 {
+  "dedupe_signatures": 8000,
+  "duplicate_prompts": 0,
   "gold_verifier_accuracy": 1.0,
   "rows": 8000,
   "source_file": "data/generated/verisci_8k.jsonl",
+  "split_prompt_leakage_rows": 0,
   "splits": {
-    "test": 768,
-    "train": 6429,
-    "validation": 803
+    "test": 823,
+    "train": 6409,
+    "validation": 768
   },
   "task_families": {
-    "chemistry_solutions": 444,
-    "chemistry_stoichiometry": 445,
-    "code_abstention": 157,
-    "dimensional_analysis": 444,
-    "electric_circuits": 445,
-    "exponential_decay": 445,
-    "finite_difference_pde": 444,
-    "linear_modeling": 444,
-    "numerical_integration": 444,
-    "numerical_ode": 444,
-    "python_code_generation": 444,
-    "scientific_abstention": 287,
-    "thermodynamics": 890,
-    "unit_checked_mechanics": 1335,
-    "unit_conversion": 444,
-    "vector_reasoning": 444
-  }
+    "chemistry_solutions": 447,
+    "chemistry_stoichiometry": 421,
+    "code_abstention": 190,
+    "dimensional_analysis": 447,
+    "electric_circuits": 447,
+    "exponential_decay": 447,
+    "finite_difference_pde": 447,
+    "linear_modeling": 447,
+    "numerical_integration": 447,
+    "numerical_ode": 447,
+    "python_code_generation": 447,
+    "scientific_abstention": 253,
+    "thermodynamics": 894,
+    "unit_checked_mechanics": 1341,
+    "unit_conversion": 431,
+    "vector_reasoning": 447
+  },
+  "unique_prompts": 8000
 }